Ali H. Sayed - RankMe

688 papers A* 2A 1B 11C 8Misc 107Journal 426Unranked 132

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Diffusion Stochastic Learning Over Adaptive Competing Networks. IEEE Trans. Signal Process. Yike Zhao, Haoyuan Cai, Ali H. Sayed
2026	J	`jnl`	Doubly Adaptive Social Learning. IEEE Trans. Signal Process. Marco Carpentiero, Virginia Bordignon, Vincenzo Matta, Ali H. Sayed
2026	J	`jnl`	Opinion Consensus Formation Among Networked Large Language Models. CoRR Iris Yazici, Mert Kayaalp, Stefan Taga, Ali H. Sayed
2026	J	`jnl`	Tight Long-Term Tail Decay of (Clipped) SGD in Non-Convex Optimization. CoRR Aleksandar Armacki, Dragana Bajovic, Dusan Jakovetic, Soummya Kar, Ali H. Sayed
2025	J	`jnl`	Adaptive Social Learning for Slow Markov Chains. IEEE Trans. Signal Process. Malek Khammassi, Virginia Bordignon, Vincenzo Matta, Ali H. Sayed
2025	J	`jnl`	Decentralized Adversarial Training Over Graphs. IEEE Trans. Inf. Theory Ying Cao, Elsa Rizk, Stefan Vlaski, Ali H. Sayed
2025	J	`jnl`	Differential Error Feedback for Communication-Efficient Decentralized Learning. IEEE Trans. Signal Process. Roula Nassif, Stefan Vlaski, Marco Carpentiero, Vincenzo Matta, Ali H. Sayed
2025	Misc	`conf`	Diffusion Learning Over Adaptive Competing Networks. ICASSP Yike Zhao, Haoyuan Cai, Ali H. Sayed
2025	J	`jnl`	Diffusion Learning with Partial Agent Participation and Local Updates. CoRR Elsa Rizk, Kun Yuan, Ali H. Sayed
2025	J	`jnl`	Diffusion Stochastic Learning Over Adaptive Competing Networks. CoRR Yike Zhao, Haoyuan Cai, Ali H. Sayed
2025	J	`jnl`	Diffusion Stochastic Optimization for Min-Max Problems. IEEE Trans. Signal Process. Haoyuan Cai, Sulaiman A. Alghunaim, Ali H. Sayed
2025	J	`jnl`	Doubly Adaptive Social Learning. CoRR Marco Carpentiero, Virginia Bordignon, Vincenzo Matta, Ali H. Sayed
2025	Misc	`conf`	Fundamental Social Learning Scaling Law for Tracking Hidden Markov Models. ICASSP Malek Khammassi, Virginia Bordignon, Vincenzo Matta, Ali H. Sayed
2025	J	`jnl`	Graph Exploration for Effective Multiagent Q-Learning. IEEE Trans. Neural Networks Learn. Syst. Ainur Zhaikhan, Ali H. Sayed
2025	J	`jnl`	Improved High-probability Convergence Guarantees of Decentralized SGD. CoRR Aleksandar Armacki, Ali H. Sayed
2025	J	`jnl`	Masked Diffusion Strategy for Privacy-Preserving Distributed Learning. IEEE Trans. Inf. Forensics Secur. Hongyu Han, Sheng Zhang, Hongyang Chen, Ali H. Sayed
2025	Misc	`conf`	Multi-Agent Reinforcement Learning in Partially Observable Environments Using Social Learning. ICASSP Ainur Zhaikhan, Ali H. Sayed
2025	—	`conf`	Multivariate Belief Formation for Distributed Multitask Learning. EUSIPCO Malek Khammassi, Vincenzo Matta, Ali H. Sayed
2025	J	`jnl`	Non-asymptotic performance of social machine learning under limited data. Signal Process. Ping Hu, Virginia Bordignon, Mert Kayaalp, Ali H. Sayed
2025	J	`jnl`	On the Escaping Efficiency of Distributed Adversarial Training Algorithms. CoRR Ying Cao, Kun Yuan, Ali H. Sayed
2025	—	`conf`	On the Performance of Social Learning. EUSIPCO Felice Scala, Marco Carpentiero, Vincenzo Matta, Ali H. Sayed
2025	J	`jnl`	On the Trade-Off Between Flatness and Optimization in Distributed Learning. IEEE Trans. Pattern Anal. Mach. Intell. Ying Cao, Zhaoxian Wu, Kun Yuan, Ali H. Sayed
2025	Misc	`conf`	Optimal Combination Policies for Error Exponent Maximization in Social Learning. ICASSP Ping Hu, Mert Kayaalp, Ali H. Sayed
2025	J	`jnl`	Policy Optimization in Multi-Agent Settings under Partially Observable Environments. CoRR Ainur Zhaikhan, Malek Khammassi, Ali H. Sayed
2025	A*	`conf`	Riemannian Diffusion Adaptation for Distributed Optimization on Manifolds. ICML Xiuheng Wang, Ricardo Augusto Borsoi, Cédric Richard, Ali H. Sayed
2025	—	`conf`	Social Learning with Dependent Agents. DSP Felice Scala, Marco Carpentiero, Vincenzo Matta, Ali H. Sayed
2025	J	`jnl`	Stability and Generalization of Adversarial Diffusion Training. CoRR Hesam Hosseini, Ying Cao, Ali H. Sayed
2025	—	`conf`	Stability and Performance Analysis of Diffusion Learning for Two-Network Competing Problems. MLSP Vladyslav Shashkov, Flávio R. M. Pavan, Haoyuan Cai, Ali H. Sayed
2024	J	`jnl`	Accelerated Stochastic Min-Max Optimization Based on Bias-corrected Momentum. CoRR Haoyuan Cai, Sulaiman A. Alghunaim, Ali H. Sayed
2024	—	`conf`	Adaptive Social Learning for Tracking Rare Transition Markov Chains. EUSIPCO Malek Khammassi, Virginia Bordignon, Vincenzo Matta, Ali H. Sayed
2024	Misc	`conf`	Asynchronous Diffusion Learning with Agent Subsampling and Local Updates. ICASSP Elsa Rizk, Kun Yuan, Ali H. Sayed
2024	J	`jnl`	Asynchronous Diffusion Learning with Agent Subsampling and Local Updates. CoRR Elsa Rizk, Kun Yuan, Ali H. Sayed
2024	B	`conf`	Causal Impact Analysis for Asynchronous Decision Making. ISIT Mert Kayaalp, Yunus Inan, Visa Koivunen, Ali H. Sayed
2024	J	`jnl`	Causal Influence in Federated Edge Inference. CoRR Mert Kayaalp, Yunus Inan, Visa Koivunen, Ali H. Sayed
2024	J	`jnl`	Causal Influence in Federated Edge Inference. IEEE Trans. Signal Process. Mert Kayaalp, Yunus Inan, Visa Koivunen, Ali H. Sayed
2024	J	`jnl`	Compressed Regression Over Adaptive Networks. IEEE Trans. Signal Inf. Process. over Networks Marco Carpentiero, Vincenzo Matta, Ali H. Sayed
2024	—	`conf`	Decentralized Fusion of Experts Over Networks. MLSP Marco Carpentiero, Vincenzo Matta, Stefan Vlaski, Ali H. Sayed
2024	J	`jnl`	Detection of Malicious Agents in Social Learning. CoRR Valentina Shumovskaia, Mert Kayaalp, Ali H. Sayed
2024	J	`jnl`	Detection of Malicious Agents in Social Learning. IEEE Signal Process. Lett. Valentina Shumovskaia, Mert Kayaalp, Ali H. Sayed
2024	—	`conf`	Differential Error Feedback for Communication-Efficient Decentralized Optimization. SAM Roula Nassif, Stefan Vlaski, Marco Carpentiero, Vincenzo Matta, Ali H. Sayed
2024	J	`jnl`	Differential error feedback for communication-efficient decentralized learning. CoRR Roula Nassif, Stefan Vlaski, Marco Carpentiero, Vincenzo Matta, Ali H. Sayed
2024	J	`jnl`	Diffusion Moving-Average Adaptation Over Networks. IEEE Trans. Signal Process. Yishu Peng, Sheng Zhang, Zhengchun Zhou, Hongyang Chen, Ali H. Sayed
2024	Misc	`conf`	Diffusion Optimistic Learning for Min-Max Optimization. ICASSP H. Cai, Sulaiman A. Alghunaim, Ali H. Sayed
2024	J	`jnl`	Diffusion Stochastic Optimization for Min-Max Problems. CoRR Haoyuan Cai, Sulaiman A. Alghunaim, Ali H. Sayed
2024	Misc	`conf`	Distributed Decision-Making for Community Structured Networks. ICASSP Valentina Shumovskaia, Mert Kayaalp, Ali H. Sayed
2024	—	`conf`	Matching centralized learning performance via compressed decentralized learning with error feedback. SPAWC Roula Nassif, Marco Carpentiero, Stefan Vlaski, Vincenzo Matta, Ali H. Sayed
2024	J	`jnl`	Multi-agent Off-policy Actor-Critic Reinforcement Learning for Partially Observable Environments. CoRR Ainur Zhaikhan, Ali H. Sayed
2024	J	`jnl`	On the Arithmetic and Geometric Fusion of Beliefs for Distributed Inference. IEEE Trans. Autom. Control. Mert Kayaalp, Yunus Inan, Emre Telatar, Ali H. Sayed
2024	J	`jnl`	On the Trade-off between Flatness and Optimization in Distributed Learning. CoRR Ying Cao, Zhaoxian Wu, Kun Yuan, Ali H. Sayed
2024	J	`jnl`	Social Learning in Community Structured Graphs. IEEE Trans. Signal Process. Valentina Shumovskaia, Mert Kayaalp, Ali H. Sayed
2024	Misc	`conf`	Social Learning with Adaptive Models. ICASSP Marco Carpentiero, Virginia Bordignon, Vincenzo Matta, Ali H. Sayed
2024	J	`jnl`	Social Opinion Formation and Decision Making Under Communication Trends. IEEE Trans. Signal Process. Mert Kayaalp, Virginia Bordignon, Ali H. Sayed
2024	J	`jnl`	Socially Intelligent Networks: A framework for decision making over graphs. IEEE Signal Process. Mag. Virginia Bordignon, Vincenzo Matta, Ali H. Sayed
2023	Misc	`conf`	Asynchronous Social Learning. ICASSP Mert Cemri, Virginia Bordignon, Mert Kayaalp, Valentina Shumovskaia, Ali H. Sayed
2023	J	`jnl`	Causal Influences over Social Learning Networks. CoRR Mert Kayaalp, Ali H. Sayed
2023	Misc	`conf`	Compressed Distributed Regression over Adaptive Networks. ICASSP Marco Carpentiero, Vincenzo Matta, Ali H. Sayed
2023	J	`jnl`	Compressed Regression over Adaptive Networks. CoRR Marco Carpentiero, Vincenzo Matta, Ali H. Sayed
2023	J	`jnl`	Decentralized Adversarial Training over Graphs. CoRR Ying Cao, Elsa Rizk, Stefan Vlaski, Ali H. Sayed
2023	J	`jnl`	Design of a Tap-Amplitude-Based Block Proportional Adaptive Filtering Algorithm. IEEE Trans. Signal Process. Sheng Zhang, Hongyang Chen, Ali H. Sayed
2023	J	`jnl`	Diffusion Bayesian Decorrelation Algorithms Over Networks. IEEE Trans. Signal Process. Fuyi Huang, Sheng Zhang, Jiashu Zhang, Hongyang Chen, Ali H. Sayed
2023	J	`jnl`	Enforcing Privacy in Distributed Learning With Performance Guarantees. IEEE Trans. Signal Process. Elsa Rizk, Stefan Vlaski, Ali H. Sayed
2023	J	`jnl`	Enforcing Privacy in Distributed Learning with Performance Guarantees. CoRR Elsa Rizk, Stefan Vlaski, Ali H. Sayed
2023	J	`jnl`	Estimating the Topology of Preferential Attachment Graphs Under Partial Observability. IEEE Trans. Inf. Theory Michele Cirillo, Vincenzo Matta, Ali H. Sayed
2023	J	`jnl`	Graph Exploration for Effective Multi-agent Q-Learning. CoRR Ainur Zhaikhan, Ali H. Sayed
2023	Misc	`conf`	Identifying Opinion Influencers over Social Networks. ICASSP Valentina Shumovskaia, Mert Kayaalp, Ali H. Sayed
2023	Misc	`conf`	Learning Dynamic Graphs under Partial Observability. ICASSP Michele Cirillo, Vincenzo Matta, Ali H. Sayed
2023	J	`jnl`	Learning From Heterogeneous Data Based on Social Interactions Over Graphs. IEEE Trans. Inf. Theory Virginia Bordignon, Stefan Vlaski, Vincenzo Matta, Ali H. Sayed
2023	Misc	`conf`	Local Graph-Homomorphic Processing for Privatized Distributed Systems. ICASSP Elsa Rizk, Stefan Vlaski, Ali H. Sayed
2023	J	`jnl`	Memory-Aware Social Learning Under Partial Information Sharing. IEEE Trans. Signal Process. Michele Cirillo, Virginia Bordignon, Vincenzo Matta, Ali H. Sayed
2023	Misc	`conf`	Multi-Agent Adversarial Training Using Diffusion Learning. ICASSP Ying Cao, Elsa Rizk, Stefan Vlaski, Ali H. Sayed
2023	J	`jnl`	Multi-Agent Adversarial Training Using Diffusion Learning. CoRR Ying Cao, Elsa Rizk, Stefan Vlaski, Ali H. Sayed
2023	J	`jnl`	Networked Signal and Information Processing: Learning by multiagent systems. IEEE Signal Process. Mag. Stefan Vlaski, Soummya Kar, Ali H. Sayed, José M. F. Moura
2023	J	`jnl`	Non-Asymptotic Performance of Social Machine Learning Under Limited Data. CoRR Ping Hu, Virginia Bordignon, Mert Kayaalp, Ali H. Sayed
2023	—	`conf`	On the Fusion Strategies for Federated Decision Making. SSP Mert Kayaalp, Yunus Inan, Visa Koivunen, Emre Telatar, Ali H. Sayed
2023	J	`jnl`	On the Fusion Strategies for Federated Decision Making. CoRR Mert Kayaalp, Yunus Inan, Visa Koivunen, Emre Telatar, Ali H. Sayed
2023	J	`jnl`	Optimal Aggregation Strategies for Social Learning Over Graphs. IEEE Trans. Inf. Theory Ping Hu, Virginia Bordignon, Stefan Vlaski, Ali H. Sayed
2023	J	`jnl`	Partial Information Sharing Over Social Learning Networks. IEEE Trans. Inf. Theory Virginia Bordignon, Vincenzo Matta, Ali H. Sayed
2023	Misc	`conf`	Performance of Social Machine Learning Under Limited Data. ICASSP Ping Hu, Virginia Bordignon, Mert Kayaalp, Ali H. Sayed
2023	J	`jnl`	Policy Evaluation in Decentralized POMDPs with Belief Sharing. CoRR Mert Kayaalp, Fatima Ghadieh, Ali H. Sayed
2023	J	`jnl`	Privatized graph federated learning. EURASIP J. Adv. Signal Process. Elsa Rizk, Stefan Vlaski, Ali H. Sayed
2023	J	`jnl`	Quantization for Decentralized Learning Under Subspace Constraints. IEEE Trans. Signal Process. Roula Nassif, Stefan Vlaski, Marco Carpentiero, Vincenzo Matta, Marc Antonini, Ali H. Sayed
2023	J	`jnl`	Self-Aware Social Learning Over Graphs. IEEE Trans. Inf. Theory Konstantinos Ntemos, Virginia Bordignon, Stefan Vlaski, Ali H. Sayed
2023	J	`jnl`	Social Learning in Community Structured Graphs. CoRR Valentina Shumovskaia, Mert Kayaalp, Ali H. Sayed
2023	—	`conf`	Social Learning with Non-Bayesian Local Updates. EUSIPCO Virginia Bordignon, Mert Kayaalp, Vincenzo Matta, Ali H. Sayed
2023	Misc	`conf`	The Role of Memory in Social Learning When Sharing Partial Opinions. ICASSP Michele Cirillo, Virginia Bordignon, Vincenzo Matta, Ali H. Sayed
2022	J	`jnl`	2021 IEEE Signal Processing Society General Election Results for President-Elect, Members-at-Large, and Regional Directors-at-Large [Society News]. IEEE Signal Process. Mag. Ali H. Sayed
2022	—	`conf`	A Fundamental Limit of Distributed Hypothesis Testing Under Memoryless Quantization. ICC Yunus Inan, Mert Kayaalp, Ali H. Sayed, Emre Telatar
2022	J	`jnl`	A Fundamental Limit of Distributed Hypothesis Testing Under Memoryless Quantization. CoRR Yunus Inan, Mert Kayaalp, Ali H. Sayed, Emre Telatar
2022	Misc	`conf`	Adaptive Diffusion with Compressed Communication. ICASSP Marco Carpentiero, Vincenzo Matta, Ali H. Sayed
2022	—	`conf`	Decentralized GAN Training Through Diffusion Learning. MLSP Zhuoyue Wang, Flávio R. M. Pavan, Ali H. Sayed
2022	Misc	`conf`	Decentralized Learning in the Presence of Low-Rank Noise. ICASSP Roula Nassif, Virginia Bordignon, Stefan Vlaski, Ali H. Sayed
2022	—	`conf`	Decentralized Semi-supervised Learning over Multitask Graphs. IEEECONF Maha Issa, Roula Nassif, Elsa Rizk, Ali H. Sayed
2022	J	`jnl`	Decision-making algorithms for learning and adaptation with application to COVID-19 data. Signal Process. Stefano Maranò, Ali H. Sayed
2022	J	`jnl`	Dencentralized learning in the presence of low-rank noise. CoRR Roula Nassif, Virginia Bordignon, Stefan Vlaski, Ali H. Sayed
2022	J	`jnl`	Discovering Influencers in Opinion Formation over Social Graphs. CoRR Valentina Shumovskaia, Mert Kayaalp, Mert Cemri, Ali H. Sayed
2022	J	`jnl`	Distributed Bayesian Learning of Dynamic States. CoRR Mert Kayaalp, Virginia Bordignon, Stefan Vlaski, Vincenzo Matta, Ali H. Sayed
2022	J	`jnl`	Explainability and Graph Learning From Social Interactions. IEEE Trans. Signal Inf. Process. over Networks Valentina Shumovskaia, Konstantinos Ntemos, Stefan Vlaski, Ali H. Sayed
2022	J	`jnl`	Federated Learning Under Importance Sampling. IEEE Trans. Signal Process. Elsa Rizk, Stefan Vlaski, Ali H. Sayed
2022	—	`conf`	Finite Bit Quantization for Decentralized Learning Under Subspace Constraints. EUSIPCO Roula Nassif, Stefan Vlaski, Marc Antonini, Marco Carpentiero, Vincenzo Matta, Ali H. Sayed
2022	J	`jnl`	Local Graph-homomorphic Processing for Privatized Distributed Systems. CoRR Elsa Rizk, Stefan Vlaski, Ali H. Sayed
2022	J	`jnl`	Networked Signal and Information Processing. CoRR Stefan Vlaski, Soummya Kar, Ali H. Sayed, José M. F. Moura
2022	J	`jnl`	On the Arithmetic and Geometric Fusion of Beliefs for Distributed Inference. CoRR Mert Kayaalp, Yunus Inan, Emre Telatar, Ali H. Sayed
2022	J	`jnl`	Online Graph Learning from Social Interactions. CoRR Valentina Shumovskaia, Konstantinos Ntemos, Stefan Vlaski, Ali H. Sayed
2022	J	`jnl`	Optimal Aggregation Strategies for Social Learning over Graphs. CoRR Ping Hu, Virginia Bordignon, Stefan Vlaski, Ali H. Sayed
2022	Misc	`conf`	Optimal Combination Policies for Adaptive Social Learning. ICASSP Ping Hu, Virginia Bordignon, Stefan Vlaski, Ali H. Sayed
2022	J	`jnl`	Privatized Graph Federated Learning. CoRR Elsa Rizk, Stefan Vlaski, Ali H. Sayed
2022	J	`jnl`	Quantization for decentralized learning under subspace constraints. CoRR Roula Nassif, Stefan Vlaski, Marco Carpentiero, Vincenzo Matta, Marc Antonini, Ali H. Sayed
2022	J	`jnl`	Random Information Sharing over Social Networks. CoRR Mert Kayaalp, Virginia Bordignon, Ali H. Sayed
2022	J	`jnl`	Regularized Diffusion Adaptation via Conjugate Smoothing. IEEE Trans. Autom. Control. Stefan Vlaski, Lieven Vandenberghe, Ali H. Sayed
2022	J	`jnl`	Second-Order Guarantees of Stochastic Gradient Descent in Nonconvex Optimization. IEEE Trans. Autom. Control. Stefan Vlaski, Ali H. Sayed
2022	B	`conf`	Social Learning under Randomized Collaborations. ISIT Yunus Inan, Mert Kayaalp, Emre Telatar, Ali H. Sayed
2022	J	`jnl`	Social Learning under Randomized Collaborations. CoRR Yunus Inan, Mert Kayaalp, Emre Telatar, Ali H. Sayed
2022	—	`conf`	Social Learning with Disparate Hypotheses. EUSIPCO Konstantinos Ntemos, Virginia Bordignon, Stefan Vlaski, Ali H. Sayed
2021	—	`conf`	A Graph Federated Architecture with Privacy Preserving Learning. SPAWC Elsa Rizk, Ali H. Sayed
2021	J	`jnl`	A Graph Federated Architecture with Privacy Preserving Learning. CoRR Elsa Rizk, Ali H. Sayed
2021	J	`jnl`	Adaptive Social Learning. IEEE Trans. Inf. Theory Virginia Bordignon, Vincenzo Matta, Ali H. Sayed
2021	J	`jnl`	Combinations of Adaptive Filters. CoRR Jerónimo Arenas-García, Luis Antonio Azpicueta-Ruiz, Magno T. M. Silva, Vítor H. Nascimento, Ali H. Sayed
2021	—	`conf`	Competing Adaptive Networks. SSP Stefan Vlaski, Ali H. Sayed
2021	J	`jnl`	Competing Adaptive Networks. CoRR Stefan Vlaski, Ali H. Sayed
2021	J	`jnl`	Decentralized Proximal Gradient Algorithms With Linear Convergence Rates. IEEE Trans. Autom. Control. Sulaiman A. Alghunaim, Ernest K. Ryu, Kun Yuan, Ali H. Sayed
2021	J	`jnl`	Deception in Social Learning. CoRR Konstantinos Ntemos, Virginia Bordignon, Stefan Vlaski, Ali H. Sayed
2021	J	`jnl`	Decision Learning and Adaptation Over Multi-Task Networks. IEEE Trans. Signal Process. Stefano Maranò, Ali H. Sayed
2021	J	`jnl`	Distributed Adaptive Learning Under Communication Constraints. CoRR Marco Carpentiero, Vincenzo Matta, Ali H. Sayed
2021	J	`jnl`	Distributed Learning in Non-Convex Environments - Part I: Agreement at a Linear Rate. IEEE Trans. Signal Process. Stefan Vlaski, Ali H. Sayed
2021	J	`jnl`	Distributed Learning in Non-Convex Environments - Part II: Polynomial Escape From Saddle-Points. IEEE Trans. Signal Process. Stefan Vlaski, Ali H. Sayed
2021	—	`conf`	Distributed Meta-Learning with Networked Agents. EUSIPCO Mert Kayaalp, Stefan Vlaski, Ali H. Sayed
2021	J	`jnl`	Dual Consensus Proximal Algorithm for Multi-Agent Sharing Problems. IEEE Trans. Signal Process. Sulaiman A. Alghunaim, Qi Lyu, Ming Yan, Ali H. Sayed
2021	J	`jnl`	Frequency-Domain Diffusion Adaptation Over Networks. IEEE Trans. Signal Process. Sheng Zhang, Fenglian Zhang, Hongyang Chen, Ricardo Merched, Ali H. Sayed
2021	Misc	`conf`	Gramian-Based Adaptive Combination Policies for Diffusion Learning Over Networks. ICASSP Y. Efe Erginbas, Stefan Vlaski, Ali H. Sayed
2021	Misc	`conf`	Graph-Homomorphic Perturbations for Private Decentralized Learning. ICASSP Stefan Vlaski, Ali H. Sayed
2021	J	`jnl`	Hidden Markov Modeling over Graphs. CoRR Mert Kayaalp, Virginia Bordignon, Stefan Vlaski, Ali H. Sayed
2021	Misc	`conf`	Learning Bollobás-Riordan Graphs Under Partial Observability. ICASSP Michele Cirillo, Vincenzo Matta, Ali H. Sayed
2021	J	`jnl`	Learning from Heterogeneous Data Based on Social Interactions over Graphs. CoRR Virginia Bordignon, Stefan Vlaski, Vincenzo Matta, Ali H. Sayed
2021	A	`conf`	Logical Team Q-learning: An approach towards factored policies in cooperative MARL. AISTATS Lucas Cassano, Ali H. Sayed
2021	J	`jnl`	Multiagent Fully Decentralized Value Function Learning With Linear Convergence Rates. IEEE Trans. Autom. Control. Lucas Cassano, Kun Yuan, Ali H. Sayed
2021	Misc	`conf`	Network Classifiers Based on Social Learning. ICASSP Virginia Bordignon, Stefan Vlaski, Vincenzo Matta, Ali H. Sayed
2021	—	`conf`	Online Graph Learning from Social Interactions. ACSCC Valentina Shumovskaia, Konstantinos Ntemos, Stefan Vlaski, Ali H. Sayed
2021	Misc	`conf`	Optimal Importance Sampling for Federated Learning. ICASSP Elsa Rizk, Stefan Vlaski, Ali H. Sayed
2021	J	`jnl`	Self-aware Social Learning over Graphs. CoRR Konstantinos Ntemos, Virginia Bordignon, Stefan Vlaski, Ali H. Sayed
2021	Misc	`conf`	Social Learning Under Inferential Attacks. ICASSP Konstantinos Ntemos, Virginia Bordignon, Stefan Vlaski, Ali H. Sayed
2020	—	`conf`	A Multi-Agent Primal-Dual Strategy for Composite Optimization over Distributed Features. EUSIPCO Sulaiman A. Alghunaim, Ming Yan, Ali H. Sayed
2020	J	`jnl`	A Multi-Agent Primal-Dual Strategy for Composite Optimization over Distributed Features. CoRR Sulaiman A. Alghunaim, Ming Yan, Ali H. Sayed
2020	J	`jnl`	A Proximal Diffusion Strategy for Multiagent Optimization With Sparse Affine Constraints. IEEE Trans. Autom. Control. Sulaiman A. Alghunaim, Kun Yuan, Ali H. Sayed
2020	J	`jnl`	Adaptation and Learning Over Networks Under Subspace Constraints - Part I: Stability Analysis. IEEE Trans. Signal Process. Roula Nassif, Stefan Vlaski, Ali H. Sayed
2020	J	`jnl`	Adaptation and Learning Over Networks Under Subspace Constraints - Part II: Performance Analysis. IEEE Trans. Signal Process. Roula Nassif, Stefan Vlaski, Ali H. Sayed
2020	Misc	`conf`	Adaptation and Learning in Multi-Task Decision Systems. ICASSP Stefano Maranò, Ali H. Sayed
2020	—	`conf`	Adaptation in Online Social Learning. EUSIPCO Virginia Bordignon, Vincenzo Matta, Ali H. Sayed
2020	J	`jnl`	Adaptation in Online Social Learning. CoRR Virginia Bordignon, Vincenzo Matta, Ali H. Sayed
2020	J	`jnl`	Adaptive Social Learning. CoRR Virginia Bordignon, Vincenzo Matta, Ali H. Sayed
2020	J	`jnl`	Affine Combination of Diffusion Strategies Over Networks. IEEE Trans. Signal Process. Danqi Jin, Jie Chen, Cédric Richard, Jingdong Chen, Ali H. Sayed
2020	J	`jnl`	Affine Combination of Diffusion Strategies over Networks. CoRR Danqi Jin, Jie Chen, Cédric Richard, Jingdong Chen, Ali H. Sayed
2020	J	`jnl`	Convex Combination of Diffusion Strategies Over Networks. IEEE Trans. Signal Inf. Process. over Networks Danqi Jin, Jie Chen, Cédric Richard, Jingdong Chen, Ali H. Sayed
2020	J	`jnl`	Decision-Making Algorithms for Learning and Adaptation with Application to COVID-19 Data. CoRR Stefano Maranò, Ali H. Sayed
2020	J	`jnl`	Dif-MAML: Decentralized Multi-Agent Meta-Learning. CoRR Mert Kayaalp, Stefan Vlaski, Ali H. Sayed
2020	J	`jnl`	Diffusion LMS With Communication Delays: Stability and Performance Analysis. IEEE Signal Process. Lett. Fei Hua, Roula Nassif, Cédric Richard, Haiyan Wang, Ali H. Sayed
2020	J	`jnl`	Distributed Coupled Multiagent Stochastic Optimization. IEEE Trans. Autom. Control. Sulaiman A. Alghunaim, Ali H. Sayed
2020	—	`conf`	Dynamic Federated Learning. SPAWC Elsa Rizk, Stefan Vlaski, Ali H. Sayed
2020	J	`jnl`	Dynamic Federated Learning. CoRR Elsa Rizk, Stefan Vlaski, Ali H. Sayed
2020	J	`jnl`	Election of Regional Directors-at-Large and Members-at-Large [Society News]. IEEE Signal Process. Mag. Ali H. Sayed
2020	J	`jnl`	Federated Learning under Importance Sampling. CoRR Elsa Rizk, Stefan Vlaski, Ali H. Sayed
2020	J	`jnl`	Gramian-Based Adaptive Combination Policies for Diffusion Learning over Networks. CoRR Y. Efe Erginbas, Stefan Vlaski, Ali H. Sayed
2020	J	`jnl`	Graph Learning Under Partial Observability. Proc. IEEE Vincenzo Matta, Augusto Santos, Ali H. Sayed
2020	J	`jnl`	Graph-Homomorphic Perturbations for Private Decentralized Learning. CoRR Stefan Vlaski, Ali H. Sayed
2020	J	`jnl`	If You Cannot Come to Us, We Will Go to You... [President's Message]. IEEE Signal Process. Mag. Ali H. Sayed
2020	Misc	`conf`	Learning Graph Influence from Social Interactions. ICASSP Vincenzo Matta, Virginia Bordignon, Augusto Santos, Ali H. Sayed
2020	J	`jnl`	Learning Graph Influence from Social Interactions. CoRR Vincenzo Matta, Virginia Bordignon, Augusto Santos, Ali H. Sayed
2020	Misc	`conf`	Linear Speedup in Saddle-Point Escape for Decentralized Non-Convex Optimization. ICASSP Stefan Vlaski, Ali H. Sayed
2020	J	`jnl`	Linear convergence of primal-dual gradient methods and their performance in distributed optimization. Autom. Sulaiman A. Alghunaim, Ali H. Sayed
2020	J	`jnl`	Local Tomography of Large Networks Under the Low-Observability Regime. IEEE Trans. Inf. Theory Augusto Santos, Vincenzo Matta, Ali H. Sayed
2020	J	`jnl`	Logical Team Q-learning: An approach towards factored policies in cooperative MARL. CoRR Lucas Cassano, Ali H. Sayed
2020	J	`jnl`	Multitask Learning Over Graphs: An Approach for Distributed, Streaming Machine Learning. IEEE Signal Process. Mag. Roula Nassif, Stefan Vlaski, Cédric Richard, Jie Chen, Ali H. Sayed
2020	J	`jnl`	Multitask learning over graphs. CoRR Roula Nassif, Stefan Vlaski, Cédric Richard, Jie Chen, Ali H. Sayed
2020	J	`jnl`	Network Classifiers Based on Social Learning. CoRR Virginia Bordignon, Stefan Vlaski, Vincenzo Matta, Ali H. Sayed
2020	J	`jnl`	On the Influence of Bias-Correction on Distributed Stochastic Optimization. IEEE Trans. Signal Process. Kun Yuan, Sulaiman A. Alghunaim, Bicheng Ying, Ali H. Sayed
2020	J	`jnl`	Online Distributed Learning Over Graphs With Multitask Graph-Filter Models. IEEE Trans. Signal Inf. Process. over Networks Fei Hua, Roula Nassif, Cédric Richard, Haiyan Wang, Ali H. Sayed
2020	J	`jnl`	Optimal Importance Sampling for Federated Learning. CoRR Elsa Rizk, Stefan Vlaski, Ali H. Sayed
2020	J	`jnl`	Optimization for Data-Driven Learning and Control. Proc. IEEE Usman A. Khan, Waheed U. Bajwa, Angelia Nedic, Michael G. Rabbat, Ali H. Sayed
2020	J	`jnl`	Second-Order Guarantees in Centralized, Federated and Decentralized Nonconvex Optimization. CoRR Stefan Vlaski, Ali H. Sayed
2020	Misc	`conf`	Second-Order Guarantees in Federated Learning. ACSSC Stefan Vlaski, Elsa Rizk, Ali H. Sayed
2020	J	`jnl`	Second-Order Guarantees in Federated Learning. CoRR Stefan Vlaski, Elsa Rizk, Ali H. Sayed
2020	J	`jnl`	Second-order guarantees in centralized, federated and decentralized nonconvex optimization. Commun. Inf. Syst. Stefan Vlaski, Ali H. Sayed
2020	Misc	`conf`	Social Learning with Partial Information Sharing. ICASSP Virginia Bordignon, Vincenzo Matta, Ali H. Sayed
2020	J	`jnl`	Social Learning with Partial Information Sharing. CoRR Virginia Bordignon, Vincenzo Matta, Ali H. Sayed
2020	J	`jnl`	Social learning under inferential attacks. CoRR Konstantinos Ntemos, Virginia Bordignon, Stefan Vlaski, Ali H. Sayed
2020	J	`jnl`	Tracking Performance of Online Stochastic Learners. CoRR Stefan Vlaski, Elsa Rizk, Ali H. Sayed
2020	J	`jnl`	Tracking Performance of Online Stochastic Learners. IEEE Signal Process. Lett. Stefan Vlaski, Elsa Rizk, Ali H. Sayed
2020	J	`jnl`	Variance-Reduced Stochastic Learning Under Random Reshuffling. IEEE Trans. Signal Process. Bicheng Ying, Kun Yuan, Ali H. Sayed
2020	J	`jnl`	Walkman: A Communication-Efficient Random-Walk Algorithm for Decentralized Optimization. IEEE Trans. Signal Process. Xianghui Mao, Kun Yuan, Yubin Hu, Yuantao Gu, Ali H. Sayed, Wotao Yin
2019	J	`jnl`	"Guilty of the Good We Did Not Do" [President's Message]. IEEE Signal Process. Mag. Ali H. Sayed
2019	A*	`conf`	A Linearly Convergent Proximal Gradient Algorithm for Decentralized Optimization. NeurIPS Sulaiman A. Alghunaim, Kun Yuan, Ali H. Sayed
2019	J	`jnl`	A Linearly Convergent Proximal Gradient Algorithm for Decentralized Optimization. CoRR Sulaiman A. Alghunaim, Kun Yuan, Ali H. Sayed
2019	J	`jnl`	A Regularization Framework for Learning Over Multitask Graphs. IEEE Signal Process. Lett. Roula Nassif, Stefan Vlaski, Cédric Richard, Ali H. Sayed
2019	J	`jnl`	Adaptation and learning over networks under subspace constraints - Part II: Performance Analysis. CoRR Roula Nassif, Stefan Vlaski, Ali H. Sayed
2019	J	`jnl`	Adaptation and learning over networks under subspace constraints. CoRR Roula Nassif, Stefan Vlaski, Ali H. Sayed
2019	Misc	`conf`	COVER: A Cluster-based Variance Reduced Method for Online Learning. ICASSP Kun Yuan, Bicheng Ying, Ali H. Sayed
2019	J	`jnl`	Consistent Tomography Under Partial Observations Over Adaptive Networks. IEEE Trans. Inf. Theory Vincenzo Matta, Ali H. Sayed
2019	J	`jnl`	Decentralized Decision-Making Over Multi-Task Networks. Signal Process. Sahar Khawatmi, Abdelhak M. Zoubir, Ali H. Sayed
2019	J	`jnl`	Detection Under One-Bit Messaging Over Adaptive Networks. IEEE Trans. Inf. Theory Stefano Maranò, Ali H. Sayed
2019	Misc	`conf`	Diffusion Learning in Non-convex Environments. ICASSP Stefan Vlaski, Ali H. Sayed
2019	Misc	`conf`	Distributed Inference over Networks under Subspace Constraints. ICASSP Roula Nassif, Stefan Vlaski, Ali H. Sayed
2019	J	`jnl`	Distributed Learning in Non-Convex Environments - Part I: Agreement at a Linear Rate. CoRR Stefan Vlaski, Ali H. Sayed
2019	J	`jnl`	Distributed Learning in Non-Convex Environments - Part II: Polynomial Escape from Saddle-Points. CoRR Stefan Vlaski, Ali H. Sayed
2019	Misc	`conf`	Distributed Learning over Networks under Subspace Constraints. ACSSC Roula Nassif, Stefan Vlaski, Ali H. Sayed
2019	—	`conf`	Distributed Value-Function Learning with Linear Convergence Rates. ECC Lucas Cassano, Kun Yuan, Ali H. Sayed
2019	J	`jnl`	Dynamic Average Diffusion With Randomized Coordinate Updates. IEEE Trans. Signal Inf. Process. over Networks Bicheng Ying, Kun Yuan, Ali H. Sayed
2019	J	`jnl`	Dynamite, Electricity, and Nobel's World [President's Message]. IEEE Signal Process. Mag. Ali H. Sayed
2019	—	`conf`	Enhanced Diffusion Learning Over Networks. EUSIPCO Ricardo Merched, Stefan Vlaski, Ali H. Sayed
2019	J	`jnl`	Exact Diffusion for Distributed Optimization and Learning - Part I: Algorithm Development. IEEE Trans. Signal Process. Kun Yuan, Bicheng Ying, Xiaochuan Zhao, Ali H. Sayed
2019	J	`jnl`	Exact Diffusion for Distributed Optimization and Learning - Part II: Convergence Analysis. IEEE Trans. Signal Process. Kun Yuan, Bicheng Ying, Xiaochuan Zhao, Ali H. Sayed
2019	Misc	`conf`	Exponential Collapse of Social Beliefs over Weakly-connected Heterogeneous Networks. ICASSP Vincenzo Matta, Augusto Santos, Ali H. Sayed
2019	B	`conf`	Graph Learning with Partial Observations: Role of Degree Concentration. ISIT Vincenzo Matta, Augusto Santos, Ali H. Sayed
2019	J	`jnl`	ISL: Optimal Policy Learning With Optimal Exploration-Exploitation Trade-Off. CoRR Lucas Cassano, Ali H. Sayed
2019	J	`jnl`	Informing the Misinformed [President's Message]. IEEE Signal Process. Mag. Ali H. Sayed
2019	J	`jnl`	Interplay between Topology and Social Learning over Weak Graphs. CoRR Vincenzo Matta, Virginia Bordignon, Augusto Santos, Ali H. Sayed
2019	J	`jnl`	Inverse Graph Learning over Optimization Networks. CoRR Vincenzo Matta, Augusto Santos, Ali H. Sayed
2019	J	`jnl`	Learning Erdős-Rényi Graphs under Partial Observations: Concentration or Sparsity? CoRR Vincenzo Matta, Augusto Santos, Ali H. Sayed
2019	J	`jnl`	Linear Speedup in Saddle-Point Escape for Decentralized Non-Convex Optimization. CoRR Stefan Vlaski, Ali H. Sayed
2019	J	`jnl`	Losing Your Mind [President's Message]. IEEE Signal Process. Mag. Ali H. Sayed
2019	J	`jnl`	Network Classifiers With Output Smoothing. CoRR Elsa Rizk, Roula Nassif, Ali H. Sayed
2019	—	`conf`	On the Performance of Exact Diffusion over Adaptive Networks. CDC Kun Yuan, Sulaiman A. Alghunaim, Bicheng Ying, Ali H. Sayed
2019	J	`jnl`	On the Performance of Exact Diffusion over Adaptive Networks. CoRR Kun Yuan, Sulaiman A. Alghunaim, Bicheng Ying, Ali H. Sayed
2019	J	`jnl`	People's Needs or People's Greed [President's Message]. IEEE Signal Process. Mag. Ali H. Sayed
2019	—	`conf`	Polynomial Escape-Time from Saddle Points in Distributed Non-Convex Optimization. CAMSAP Stefan Vlaski, Ali H. Sayed
2019	J	`jnl`	Quantum Leaps [President's Message]. IEEE Signal Process. Mag. Ali H. Sayed
2019	J	`jnl`	Regularized Diffusion Adaptation via Conjugate Smoothing. CoRR Stefan Vlaski, Lieven Vandenberghe, Ali H. Sayed
2019	J	`jnl`	Second-Order Guarantees of Stochastic Gradient Descent in Non-Convex Optimization. CoRR Stefan Vlaski, Ali H. Sayed
2019	J	`jnl`	Social Learning with Partial Information Sharing. CoRR Virginia Bordignon, Vincenzo Matta, Ali H. Sayed
2019	J	`jnl`	Stochastic Learning Under Random Reshuffling With Constant Step-Sizes. IEEE Trans. Signal Process. Bicheng Ying, Kun Yuan, Stefan Vlaski, Ali H. Sayed
2019	J	`jnl`	Supervised Learning Under Distributed Features. IEEE Trans. Signal Process. Bicheng Ying, Kun Yuan, Ali H. Sayed
2019	Misc	`conf`	Team Policy Learning for Multi-agent Reinforcement Learning. ICASSP Lucas Cassano, Sulaiman A. Alghunaim, Ali H. Sayed
2019	J	`jnl`	Topology Inference over Networks with Nonlinear Coupling. CoRR Augusto Santos, Vincenzo Matta, Ali H. Sayed
2019	J	`jnl`	Variance-Reduced Stochastic Learning by Networked Agents Under Random Reshuffling. IEEE Trans. Signal Process. Kun Yuan, Bicheng Ying, Jiageng Liu, Ali H. Sayed
2018	J	`jnl`	A Communication-Efficient Random-Walk Algorithm for Decentralized Optimization. CoRR Wotao Yin, Xianghui Mao, Kun Yuan, Yuantao Gu, Ali H. Sayed
2018	—	`conf`	A Preconditioned Graph Diffusion LMS for Adaptive Graph Signal Processing. EUSIPCO Fei Hua, Roula Nassif, Cédric Richard, Haiyan Wang, Ali H. Sayed
2018	—	`conf`	An Exponentially Convergent Algorithm for Learning Under Distributed Features. DSW Bicheng Ying, Kun Yuan, Ali H. Sayed
2018	J	`jnl`	Belief Control Strategies for Interactions over Weak Graphs. CoRR Hawraa Salami, Bicheng Ying, Ali H. Sayed
2018	J	`jnl`	Big Ideas or Big Data? [President's Message]. IEEE Signal Process. Mag. Ali H. Sayed
2018	B	`conf`	Consistent Tomography over Diffusion Networks under the Low-Observability Regime. ISIT Augusto Santos, Vincenzo Matta, Ali H. Sayed
2018	Misc	`conf`	Convergence of Variance-Reduced Learning Under Random Reshuffling. ICASSP Bicheng Ying, Kun Yuan, Ali H. Sayed
2018	J	`jnl`	Coordinate-Descent Diffusion Learning by Networked Agents. IEEE Trans. Signal Process. Chengcheng Wang, Yonggang Zhang, Bicheng Ying, Ali H. Sayed
2018	J	`jnl`	Decentralized Consensus Optimization With Asynchrony and Delays. IEEE Trans. Signal Inf. Process. over Networks Tianyu Wu, Kun Yuan, Qing Ling, Wotao Yin, Ali H. Sayed
2018	J	`jnl`	Decentralized Decision-Making Over Multi-Task Networks. CoRR Sahar Khawatmi, Abdelhak M. Zoubir, Ali H. Sayed
2018	Misc	`conf`	Decentralized clustering for node-variant graph filtering with graph diffusion LMS. ACSSC Fei Hua, Roula Nassif, Cédric Richard, Haiyan Wang, Ali H. Sayed
2018	—	`conf`	Decisions Under Binary Messaging Over Adaptive Networks. EUSIPCO Stefano Maranò, Ali H. Sayed
2018	J	`jnl`	Detection under One-Bit Messaging over Adaptive Networks. CoRR Stefano Maranò, Ali H. Sayed
2018	Misc	`conf`	Distributed Coupled Learning Over Adaptive Networks. ICASSP Sulaiman A. Alghunaim, Ali H. Sayed
2018	Misc	`conf`	Distributed Diffusion Adaptation Over Graph Signals. ICASSP Roula Nassif, Cédric Richard, Jie Chen, Ali H. Sayed
2018	—	`conf`	Distributed Inference Over Multitask Graphs Under Smoothness. SPAWC Roula Nassif, Stefan Vlaski, Ali H. Sayed
2018	—	`conf`	Divide-and-Conquer Tomography for Large-Scale Networks. DSW Augusto Santos, Vincenzo Matta, Ali H. Sayed
2018	—	`conf`	Dual Coupled Diffusion for Distributed Optimization with Affine Constraints. CDC Sulaiman A. Alghunaim, Kun Yuan, Ali H. Sayed
2018	J	`jnl`	Dynamic Average Diffusion with randomized Coordinate Updates. CoRR Bicheng Ying, Kun Yuan, Ali H. Sayed
2018	—	`conf`	Efficient Variance-Reduced Learning Over Multi-Agent Networks. EUSIPCO Kun Yuan, Bicheng Ying, Ali H. Sayed
2018	J	`jnl`	Galileo, Fourier, and Openness in Science [President's Message]. IEEE Signal Process. Mag. Ali H. Sayed
2018	J	`jnl`	Intelligent Machines and the Planet of the Apes [President's Message]. IEEE Signal Process. Mag. Ali H. Sayed
2018	J	`jnl`	Learning Kolmogorov Models for Binary Random Variables. CoRR Hadi G. Ghauch, Mikael Skoglund, Hossein Shokri Ghadikolaei, Carlo Fischione, Ali H. Sayed
2018	J	`jnl`	Learning Under Distributed Features. CoRR Bicheng Ying, Kun Yuan, Ali H. Sayed
2018	J	`jnl`	Learning over Multitask Graphs - Part I: Stability Analysis. CoRR Roula Nassif, Stefan Vlaski, Ali H. Sayed
2018	J	`jnl`	Learning over Multitask Graphs - Part II: Performance Analysis. CoRR Roula Nassif, Stefan Vlaski, Ali H. Sayed
2018	J	`jnl`	Local Tomography of Large Networks under the Low-Observability Regime. CoRR Augusto Santos, Vincenzo Matta, Ali H. Sayed
2018	J	`jnl`	Multi-Agent Fully Decentralized Off-Policy Learning with Linear Convergence Rates. CoRR Lucas Cassano, Kun Yuan, Ali H. Sayed
2018	—	`conf`	Online Graph Learning from Sequential Data. DSW Stefan Vlaski, Hermina Petric Maretic, Roula Nassif, Pascal Frossard, Ali H. Sayed
2018	J	`jnl`	Performance limits of stochastic sub-gradient learning, Part I: Single agent case. Signal Process. Bicheng Ying, Ali H. Sayed
2018	J	`jnl`	Performance limits of stochastic sub-gradient learning, part II: Multi-agent case. Signal Process. Bicheng Ying, Ali H. Sayed
2018	J	`jnl`	Science Is Blind [President's Message]. IEEE Signal Process. Mag. Ali H. Sayed
2018	J	`jnl`	Stochastic Learning under Random Reshuffling. CoRR Bicheng Ying, Kun Yuan, Stefan Vlaski, Ali H. Sayed
2018	Misc	`conf`	Tomography of Adaptive Multi-Agent Networks Under Limited Observation. ICASSP Vincenzo Matta, Ali H. Sayed
2018	Misc	`conf`	Tomography of Large Adaptive Networks under the Dense Latent Regime : Invited Paper. ACSSC Vincenzo Matta, Augusto Santos, Ali H. Sayed
2018	J	`jnl`	Twinkle, Twinkle, Little Star [President's Message]. IEEE Signal Process. Mag. Ali H. Sayed
2017	—	`conf`	A blind Adaptive Stimulation Artifact Rejection (ASAR) engine for closed-loop implantable neuromodulation systems. NER Sina Basir-Kazeruni, Stefan Vlaski, Hawraa Salami, Ali H. Sayed, Dejan Markovic
2017	Misc	`conf`	A graph diffusion LMS strategy for adaptive graph signal processing. ACSSC Roula Nassif, Cédric Richard, Jie Chen, Ali H. Sayed
2017	Misc	`conf`	Belief control strategies for interactions over weak graphs. ICASSP Hawraa Salami, Ali H. Sayed
2017	J	`jnl`	Consistent Tomography under Partial Observations over Adaptive Networks. CoRR Vincenzo Matta, Ali H. Sayed
2017	J	`jnl`	Convergence of Variance-Reduced Stochastic Learning under Random Reshuffling. CoRR Bicheng Ying, Kun Yuan, Ali H. Sayed
2017	—	`conf`	Coordinate-descent adaptation over networks. EUSIPCO Chengcheng Wang, Yonggang Zhang, Bicheng Ying, Ali H. Sayed
2017	J	`jnl`	Decentralized Clustering and Linking by Networked Agents. IEEE Trans. Signal Process. Sahar Khawatmi, Ali H. Sayed, Abdelhak M. Zoubir
2017	—	`conf`	Decentralized exact coupled optimization. Allerton Sulaiman A. Alghunaim, Kun Yuan, Ali H. Sayed
2017	J	`jnl`	Diffusion LMS for Multitask Problems With Local Linear Equality Constraints. IEEE Trans. Signal Process. Roula Nassif, Cédric Richard, André Ferrari, Ali H. Sayed
2017	Misc	`conf`	Diffusion gradient boosting for networked learning. ICASSP Bicheng Ying, Ali H. Sayed
2017	J	`jnl`	Distributed Learning for Stochastic Generalized Nash Equilibrium Problems. IEEE Trans. Signal Process. Chung-Kai Yu, Mihaela van der Schaar, Ali H. Sayed
2017	J	`jnl`	Efficient Variance-Reduced Learning for Fully Decentralized On-Device Intelligence. CoRR Kun Yuan, Bicheng Ying, Ali H. Sayed
2017	—	`conf`	Exact diffusion strategy for optimization by networked agents. EUSIPCO Kun Yuan, Bicheng Ying, Xiaochuan Zhao, Ali H. Sayed
2017	Misc	`conf`	Learning by networked agents under partial information. ICASSP Chung-Kai Yu, Ali H. Sayed
2017	J	`jnl`	Multitask Diffusion Adaptation Over Networks With Common Latent Representations. IEEE J. Sel. Top. Signal Process. Jie Chen, Cédric Richard, Ali H. Sayed
2017	J	`jnl`	Multitask diffusion adaptation over networks with common latent representations. CoRR Jie Chen, Cédric Richard, Ali H. Sayed
2017	Misc	`conf`	On the performance of random reshuffling in stochastic learning. ITA Bicheng Ying, Kun Yuan, Stefan Vlaski, Ali H. Sayed
2017	J	`jnl`	Performance Limits of Stochastic Sub-Gradient Learning, Part II: Multi-Agent Case. CoRR Bicheng Ying, Ali H. Sayed
2017	J	`jnl`	Robust Distributed Estimation by Networked Agents. IEEE Trans. Signal Process. Sara Al-Sayed, Abdelhak M. Zoubir, Ali H. Sayed
2017	J	`jnl`	Social Learning Over Weakly Connected Graphs. IEEE Trans. Signal Inf. Process. over Networks Hawraa Salami, Bicheng Ying, Ali H. Sayed
2016	Misc	`conf`	Adaptive learning for stochastic generalized Nash equilibrium problems. ICASSP Chung-Kai Yu, Mihaela van der Schaar, Ali H. Sayed
2016	J	`jnl`	Combinations of Adaptive Filters: Performance and convergence properties. IEEE Signal Process. Mag. Jerónimo Arenas-García, Luis Antonio Azpicueta-Ruiz, Magno T. M. Silva, Vítor H. Nascimento, Ali H. Sayed
2016	J	`jnl`	Coordinate-Descent Diffusion Learning by Networked Agents. CoRR Chengcheng Wang, Yonggang Zhang, Bicheng Ying, Ali H. Sayed
2016	J	`jnl`	Decentralized Clustering and Linking by Networked Agents. CoRR Sahar Khawatmi, Ali H. Sayed, Abdelhak M. Zoubir
2016	J	`jnl`	Decentralized Consensus Optimization with Asynchrony and Delays. CoRR Tianyu Wu, Kun Yuan, Qing Ling, Wotao Yin, Ali H. Sayed
2016	Misc	`conf`	Decentralized consensus optimization with asynchrony and delays. ACSSC Tianyu Wu, Kun Yuan, Qing Ling, Wotao Yin, Ali H. Sayed
2016	—	`conf`	Detection over diffusion networks: Asymptotic tools for performance prediction and simulation. EUSIPCO Vincenzo Matta, Paolo Braca, Stefano Maranò, Ali H. Sayed
2016	J	`jnl`	Diffusion Adaptation over Multi-Agent Networks with Wireless Link Impairments. IEEE Trans. Mob. Comput. Reza Abdolee, Benoît Champagne, Ali H. Sayed
2016	J	`jnl`	Diffusion Estimation Over Cooperative Multi-Agent Networks With Missing Data. IEEE Trans. Signal Inf. Process. over Networks Mohammad Reza Gholami, Magnus Jansson, Erik G. Ström, Ali H. Sayed
2016	J	`jnl`	Diffusion LMS for Multitask Problems with Local Linear Equality Constraints. CoRR Roula Nassif, Cédric Richard, André Ferrari, Ali H. Sayed
2016	Misc	`conf`	Diffusion LMS over multitask networks with noisy links. ICASSP Roula Nassif, Cédric Richard, Jie Chen, André Ferrari, Ali H. Sayed
2016	Misc	`conf`	Diffusion social learning over weakly-connected graphs. ICASSP Hawraa Salami, Bicheng Ying, Ali H. Sayed
2016	Misc	`conf`	Diffusion stochastic optimization with non-smooth regularizers. ICASSP Stefan Vlaski, Lieven Vandenberghe, Ali H. Sayed
2016	J	`jnl`	Diffusion-Based Adaptive Distributed Detection: Steady-State Performance in the Slow Adaptation Regime. IEEE Trans. Inf. Theory Vincenzo Matta, Paolo Braca, Stefano Maranò, Ali H. Sayed
2016	J	`jnl`	Distributed Detection Over Adaptive Networks: Refined Asymptotics and the Role of Connectivity. IEEE Trans. Signal Inf. Process. over Networks Vincenzo Matta, Paolo Braca, Stefano Maranò, Ali H. Sayed
2016	J	`jnl`	Distributed Detection over Adaptive Networks: Refined Asymptotics and the Role of Connectivity. CoRR Vincenzo Matta, Paolo Braca, Stefano Maranò, Ali H. Sayed
2016	J	`jnl`	Distributed Learning for Stochastic Generalized Nash Equilibrium Problems. CoRR Chung-Kai Yu, Mihaela van der Schaar, Ali H. Sayed
2016	Misc	`conf`	Distributed learning over multitask networks with linearly related tasks. ACSSC Roula Nassif, Cédric Richard, André Ferrari, Ali H. Sayed
2016	J	`jnl`	Excess-Risk of Distributed Stochastic Learners. IEEE Trans. Inf. Theory Zaid J. Towfic, Jianshu Chen, Ali H. Sayed
2016	Misc	`conf`	Group diffusion LMS. ICASSP Jie Chen, Shang-Kee Ting, Cédric Richard, Ali H. Sayed
2016	J	`jnl`	Guest Editorial Inference and Learning over Networks. IEEE Trans. Signal Inf. Process. over Networks Vincenzo Matta, Cédric Richard, Venkatesh Saligrama, Ali H. Sayed
2016	J	`jnl`	Information Exchange and Learning Dynamics Over Weakly Connected Adaptive Networks. IEEE Trans. Inf. Theory Bicheng Ying, Ali H. Sayed
2016	J	`jnl`	Multitask Diffusion Adaptation Over Asynchronous Networks. IEEE Trans. Signal Process. Roula Nassif, Cédric Richard, André Ferrari, Ali H. Sayed
2016	J	`jnl`	On the Influence of Momentum Acceleration on Online Learning. CoRR Kun Yuan, Bicheng Ying, Ali H. Sayed
2016	J	`jnl`	On the Influence of Momentum Acceleration on Online Learning. J. Mach. Learn. Res. Kun Yuan, Bicheng Ying, Ali H. Sayed
2016	Misc	`conf`	On the influence of momentum acceleration on online learning. ICASSP Kun Yuan, Bicheng Ying, Ali H. Sayed
2016	J	`jnl`	Online Dual Coordinate Ascent Learning. CoRR Bicheng Ying, Kun Yuan, Ali H. Sayed
2016	—	`conf`	Online dual coordinate ascent learning. EUSIPCO Bicheng Ying, Kun Yuan, Ali H. Sayed
2016	Misc	`conf`	Performance limits of single-agent and multi-agent sub-gradient stochastic learning. ICASSP Bicheng Ying, Ali H. Sayed
2016	J	`jnl`	Proximal Multitask Learning Over Networks With Sparsity-Inducing Coregularization. IEEE Trans. Signal Process. Roula Nassif, Cédric Richard, André Ferrari, Ali H. Sayed
2016	J	`jnl`	Robust Adaptation in Impulsive Noise. IEEE Trans. Signal Process. Sara Al-Sayed, Abdelhak M. Zoubir, Ali H. Sayed
2016	J	`jnl`	Social Learning over Weakly-Connected Graphs. CoRR Hawraa Salami, Bicheng Ying, Ali H. Sayed
2016	—	`conf`	Stochastic gradient descent with finite samples sizes. MLSP Kun Yuan, Bicheng Ying, Stefan Vlaski, Ali H. Sayed
2016	—	`conf`	The brain strategy for online learning. GlobalSIP Stefan Vlaski, Bicheng Ying, Ali H. Sayed
2015	—	`conf`	Adaptive clustering for multitask diffusion networks. EUSIPCO Jie Chen, Cédric Richard, Ali H. Sayed
2015	—	`conf`	Adaptive regularized diffusion adaptation over multitask networks. MLSP Sadaf Monajemi, Saeid Sanei, Sim Heng Ong, Ali H. Sayed
2015	J	`jnl`	Asynchronous Adaptation and Learning Over Networks - Part I: Modeling and Stability Analysis. IEEE Trans. Signal Process. Xiaochuan Zhao, Ali H. Sayed
2015	J	`jnl`	Asynchronous Adaptation and Learning Over Networks - Part II: Performance Analysis. IEEE Trans. Signal Process. Xiaochuan Zhao, Ali H. Sayed
2015	J	`jnl`	Asynchronous Adaptation and Learning Over Networks - Part III: Comparison Analysis. IEEE Trans. Signal Process. Xiaochuan Zhao, Ali H. Sayed
2015	J	`jnl`	Asynchronous adaptive networks. CoRR Ali H. Sayed, Xiaochuan Zhao
2015	—	`conf`	Decentralized clustering over adaptive networks. EUSIPCO Sahar Khawatmi, Abdelhak M. Zoubir, Ali H. Sayed
2015	J	`jnl`	Dictionary Learning Over Distributed Models. IEEE Trans. Signal Process. Jianshu Chen, Zaid J. Towfic, Ali H. Sayed
2015	J	`jnl`	Diffusion Adaptation over Multi-Agent Networks with Wireless Link Impairments. CoRR Reza Abdolee, Benoît Champagne, Ali H. Sayed
2015	J	`jnl`	Diffusion LMS Over Multitask Networks. IEEE Trans. Signal Process. Jie Chen, Cédric Richard, Ali H. Sayed
2015	J	`jnl`	Distributed Clustering and Learning Over Networks. IEEE Trans. Signal Process. Xiaochuan Zhao, Ali H. Sayed
2015	J	`jnl`	Distributed Policy Evaluation Under Multiple Behavior Strategies. IEEE Trans. Autom. Control. Sergio Valcarcel Macua, Jianshu Chen, Santiago Zazo, Ali H. Sayed
2015	Misc	`conf`	Distributed primal strategies outperform primal-dual strategies over adaptive networks. ICASSP Zaid J. Towfic, Ali H. Sayed
2015	J	`jnl`	Estimation of Space-Time Varying Parameters Using a Diffusion LMS Algorithm. CoRR Reza Abdolee, Benoît Champagne, Ali H. Sayed
2015	Misc	`conf`	Exact asymptotics of distributed detection over adaptive networks. ICASSP Vincenzo Matta, Paolo Braca, Stefano Maranò, Ali H. Sayed
2015	J	`jnl`	Information-Sharing Over Adaptive Networks With Self-Interested Agents. IEEE Trans. Signal Inf. Process. over Networks Chung-Kai Yu, Mihaela van der Schaar, Ali H. Sayed
2015	Misc	`conf`	Learning by weakly-connected adaptive agents. ICASSP Bicheng Ying, Ali H. Sayed
2015	Misc	`conf`	Multitask diffusion LMS with sparsity-based regularization. ICASSP Roula Nassif, Cédric Richard, André Ferrari, Ali H. Sayed
2015	J	`jnl`	On the Learning Behavior of Adaptive Networks - Part I: Transient Analysis. IEEE Trans. Inf. Theory Jianshu Chen, Ali H. Sayed
2015	J	`jnl`	On the Learning Behavior of Adaptive Networks - Part II: Performance Analysis. IEEE Trans. Inf. Theory Jianshu Chen, Ali H. Sayed
2015	J	`jnl`	Performance Limits of Online Stochastic Sub-Gradient Learning. CoRR Bicheng Ying, Ali H. Sayed
2015	J	`jnl`	Proximal Multitask Learning over Networks with Sparsity-inducing Coregularization. CoRR Roula Nassif, Cédric Richard, André Ferrari, Ali H. Sayed
2015	Misc	`conf`	Proximal diffusion for stochastic costs with non-differentiable regularizers. ICASSP Stefan Vlaski, Ali H. Sayed
2015	J	`jnl`	Stability and Performance Limits of Adaptive Primal-Dual Networks. IEEE Trans. Signal Process. Zaid J. Towfic, Ali H. Sayed
2014	J	`jnl`	Adaptation, Learning, and Optimization over Networks. Found. Trends Mach. Learn. Ali H. Sayed
2014	J	`jnl`	Adaptive Networks. Proc. IEEE Ali H. Sayed
2014	J	`jnl`	Adaptive Penalty-Based Distributed Stochastic Convex Optimization. IEEE Trans. Signal Process. Zaid J. Towfic, Ali H. Sayed
2014	Misc	`conf`	Adjustment of combination weights over adaptive diffusion networks. ICASSP Jesus Fernandez-Bes, Jerónimo Arenas-García, Ali H. Sayed
2014	J	`jnl`	Asymptotic Performance of Adaptive Distributed Detection over Networks. CoRR Paolo Braca, Stefano Maranò, Vincenzo Matta, Ali H. Sayed
2014	J	`jnl`	Dictionary Learning over Distributed Models. CoRR Jianshu Chen, Zaid J. Towfic, Ali H. Sayed
2014	—	`conf`	Dictionary learning over large distributed models via dual-ADMM strategies. MLSP Zaid J. Towfic, Jianshu Chen, Ali H. Sayed
2014	J	`jnl`	Diffusion Estimation Over Cooperative Multi-Agent Networks With Missing Data. CoRR Mohammad Reza Gholami, Magnus Jansson, Erik G. Ström, Ali H. Sayed
2014	Misc	`conf`	Diffusion LMS for clustered multitask networks. ICASSP Jie Chen, Cédric Richard, Ali H. Sayed
2014	—	`conf`	Diffusion LMS for multitask problems with overlapping hypothesis subspaces. MLSP Jie Chen, Cédric Richard, Alfred O. Hero III, Ali H. Sayed
2014	J	`jnl`	Diffusion LMS over Multitask Networks. CoRR Jie Chen, Cédric Richard, Ali H. Sayed
2014	J	`jnl`	Distributed Clustering and Learning Over Networks. CoRR Xiaochuan Zhao, Ali H. Sayed
2014	J	`jnl`	Distributed Decision-Making Over Adaptive Networks. IEEE Trans. Signal Process. Sheng-Yuan Tu, Ali H. Sayed
2014	J	`jnl`	Estimation of Space-Time Varying Parameters Using a Diffusion LMS Algorithm. IEEE Trans. Signal Process. Reza Abdolee, Benoît Champagne, Ali H. Sayed
2014	J	`jnl`	Impact of Networked Cognition and Learning on Engineered Systems [Further Thoughts]. Proc. IEEE Ali H. Sayed
2014	J	`jnl`	Information Exchange and Learning Dynamics over Weakly-Connected Adaptive Networks. CoRR Bicheng Ying, Ali H. Sayed
2014	J	`jnl`	Information-Sharing over Adaptive Networks with Self-interested Agents. CoRR Chung-Kai Yu, Mihaela van der Schaar, Ali H. Sayed
2014	Misc	`conf`	Large deviations analysis of adaptive distributed detection. ICASSP Paolo Braca, Stefano Maranò, Vincenzo Matta, Ali H. Sayed
2014	J	`jnl`	Multitask Diffusion Adaptation Over Networks. IEEE Trans. Signal Process. Jie Chen, Cédric Richard, Ali H. Sayed
2014	J	`jnl`	Multitask diffusion adaptation over asynchronous networks. CoRR Roula Nassif, Cédric Richard, André Ferrari, Ali H. Sayed
2014	Misc	`conf`	Online dictionary learning over distributed models. ICASSP Jianshu Chen, Zaid J. Towfic, Ali H. Sayed
2014	Misc	`conf`	Performance analysis of multitask diffusion adaptation over asynchronous networks. ACSSC Roula Nassif, Cédric Richard, André Ferrari, Ali H. Sayed
2014	Misc	`conf`	Robust distributed detection over adaptive diffusion networks. ICASSP Sara Al-Sayed, Abdelhak M. Zoubir, Ali H. Sayed
2014	J	`jnl`	Stability and Performance Limits of Adaptive Primal-Dual Networks. CoRR Zaid J. Towfic, Ali H. Sayed
2013	Misc	`conf`	A strategy for adjusting combination weights over adaptive networks. ICASSP Chung-Kai Yu, Ali H. Sayed
2013	J	`jnl`	Adaptation and Learning over Complex Networks [From the Guest Editors]. IEEE Signal Process. Mag. Ali H. Sayed, Sergio Barbarossa, Sergios Theodoridis, Isao Yamada
2013	J	`jnl`	Adaptive Penalty-Based Distributed Stochastic Convex Optimization. CoRR Zaid J. Towfic, Ali H. Sayed
2013	—	`conf`	Adaptive stochastic convex optimization over networks. Allerton Zaid J. Towfic, Ali H. Sayed
2013	—	`conf`	An optimal error nonlinearity for robust adaptation against impulsive noise. SPAWC Sara Al-Sayed, Abdelhak M. Zoubir, Ali H. Sayed
2013	J	`jnl`	Asynchronous Adaptation and Learning over Networks - Part I: Modeling and Stability Analysis. CoRR Xiaochuan Zhao, Ali H. Sayed
2013	J	`jnl`	Asynchronous Adaptation and Learning over Networks - Part II: Performance Analysis. CoRR Xiaochuan Zhao, Ali H. Sayed
2013	J	`jnl`	Asynchronous Adaptation and Learning over Networks - Part III: Comparison Analysis. CoRR Xiaochuan Zhao, Ali H. Sayed
2013	Misc	`conf`	Attaining optimal batch performance via distributed processing over networks. ICASSP Xiaochuan Zhao, Ali H. Sayed
2013	J	`jnl`	Bio-Inspired Decentralized Radio Access Based on Swarming Mechanisms Over Adaptive Networks. IEEE Trans. Signal Process. Paolo Di Lorenzo, Sergio Barbarossa, Ali H. Sayed
2013	—	`conf`	Cluster formation over adaptive networks with selfish agents. EUSIPCO Chung-Kai Yu, Mihaela van der Schaar, Ali H. Sayed
2013	Misc	`conf`	Cooperative off-policy prediction of Markov decision processes in adaptive networks. ICASSP Sergio Valcarcel Macua, Jianshu Chen, Santiago Zazo, Ali H. Sayed
2013	J	`jnl`	Diffusion LMS for clustered multitask networks. CoRR Jie Chen, Cédric Richard, Ali H. Sayed
2013	Misc	`conf`	Diffusion LMS localization and tracking algorithm for wireless cellular networks. ICASSP Reza Abdolee, Stephan Saur, Benoît Champagne, Ali H. Sayed
2013	—	`conf`	Diffusion LMS strategies for parameter estimation over fading wireless channels. ICC Reza Abdolee, Benoît Champagne, Ali H. Sayed
2013	J	`jnl`	Diffusion Strategies for Adaptation and Learning over Networks: An Examination of Distributed Strategies and Network Behavior. IEEE Signal Process. Mag. Ali H. Sayed, Sheng-Yuan Tu, Jianshu Chen, Xiaochuan Zhao, Zaid J. Towfic
2013	—	`conf`	Diffusion estimation over cooperative networks with missing data. GlobalSIP Mohammad Reza Gholami, Erik G. Ström, Ali H. Sayed
2013	J	`jnl`	Distributed Decision-Making over Adaptive Networks. CoRR Sheng-Yuan Tu, Ali H. Sayed
2013	J	`jnl`	Distributed Pareto Optimization via Diffusion Strategies. IEEE J. Sel. Top. Signal Process. Jianshu Chen, Ali H. Sayed
2013	J	`jnl`	Distributed Policy Evaluation Under Multiple Behavior Strategies. CoRR Sergio Valcarcel Macua, Jianshu Chen, Santiago Zazo, Ali H. Sayed
2013	J	`jnl`	Distributed Spectrum Estimation for Small Cell Networks Based on Sparse Diffusion Adaptation. IEEE Signal Process. Lett. Paolo Di Lorenzo, Sergio Barbarossa, Ali H. Sayed
2013	Misc	`conf`	Distributed inference over regression and classification models. ICASSP Zaid J. Towfic, Jianshu Chen, Ali H. Sayed
2013	—	`conf`	Distributed spectrum sensing in the presence of selfish users. CAMSAP Chung-Kai Yu, Mihaela van der Schaar, Ali H. Sayed
2013	J	`jnl`	Excess-Risk Analysis of Distributed Stochastic Learners CoRR Zaid J. Towfic, Jianshu Chen, Ali H. Sayed
2013	J	`jnl`	Introduction to the issue on adaptation and learning over complex networks. IEEE J. Sel. Top. Signal Process. Ali H. Sayed, Sergio Barbarossa, Sergios Theodoridis, Isao Yamada
2013	Misc	`conf`	Mitigation of clipping in sensors. ICASSP Shang-Kee Ting, Ali H. Sayed
2013	Misc	`conf`	Modelling brain cortical connectivity using diffusion adaptation. ICASSP Konstantinos Eftaxias, Saeid Sanei, Ali H. Sayed
2013	J	`jnl`	Multitask Diffusion Adaptation over Networks. CoRR Jie Chen, Cédric Richard, Ali H. Sayed
2013	J	`jnl`	On Distributed Online Classification in the Midst of Concept Drifts CoRR Zaid J. Towfic, Jianshu Chen, Ali H. Sayed
2013	J	`jnl`	On distributed online classification in the midst of concept drifts. Neurocomputing Zaid J. Towfic, Jianshu Chen, Ali H. Sayed
2013	J	`jnl`	On the Influence of Informed Agents on Learning and Adaptation Over Networks. IEEE Trans. Signal Process. Sheng-Yuan Tu, Ali H. Sayed
2013	J	`jnl`	On the Learning Behavior of Adaptive Networks - Part I: Transient Analysis. CoRR Jianshu Chen, Ali H. Sayed
2013	J	`jnl`	On the Learning Behavior of Adaptive Networks - Part II: Performance Analysis. CoRR Jianshu Chen, Ali H. Sayed
2013	—	`conf`	On the benefits of diffusion cooperation for distributed optimization and learning. EUSIPCO Jianshu Chen, Ali H. Sayed
2013	—	`conf`	On the effects of colluded statistical attacks in cooperative spectrum sensing. SPAWC Chung-Kai Yu, Mihir Laghate, Ali H. Sayed, Danijela Cabric
2013	—	`conf`	On the probability distribution of distributed optimization strategies. GlobalSIP Jianshu Chen, Ali H. Sayed
2013	Misc	`conf`	Online learning and adaptation over networks: More information is not necessarily better. ITA Ali H. Sayed, Sheng-Yuan Tu, Jianshu Chen
2013	J	`jnl`	Post-translational regulation enables robust p53 regulation. BMC Syst. Biol. Yong-Jun Shin, Kai-Yuan Chen, Ali H. Sayed, Brandon Hencey, Xiling Shen
2013	—	`conf`	Reputation design for adaptive networks with selfish agents. SPAWC Chung-Kai Yu, Mihaela van der Schaar, Ali H. Sayed
2013	J	`jnl`	Sparse Distributed Learning Based on Diffusion Adaptation. IEEE Trans. Signal Process. Paolo Di Lorenzo, Ali H. Sayed
2012	—	`conf`	A diffusion LMS strategy for parameter estimation in noisy regressor applications. EUSIPCO Reza Abdolee, Benoît Champagne, Ali H. Sayed
2012	—	`conf`	Adaptive decision-making over complex networks. ACSCC Sheng-Yuan Tu, Ali H. Sayed
2012	J	`jnl`	An Algorithm to Compensate the Effects of Spurious PLL Tones in Spectrum Sensing Architectures. IEEE Trans. Circuits Syst. I Regul. Pap. Shang-Kee Ting, Danijela Cabric, Ali H. Sayed
2012	—	`conf`	Asynchronous diffusion adaptation over networks. EUSIPCO Xiaochuan Zhao, Ali H. Sayed
2012	—	`conf`	Beam coordination via diffusion adaptation over array networks. SPAWC Xiaochuan Zhao, Jianshu Chen, Ali H. Sayed
2012	J	`jnl`	Clock Jitter Compensation in High-Rate ADC Circuits. IEEE Trans. Signal Process. Zaid J. Towfic, Shang-Kee Ting, Ali H. Sayed
2012	—	`conf`	Clustering via diffusion adaptation over networks. CIP Xiaochuan Zhao, Ali H. Sayed
2012	—	`conf`	Combination weights for diffusion strategies with imperfect information exchange. ICC Xiaochuan Zhao, Ali H. Sayed
2012	—	`conf`	Continuous-time distributed estimation with asymmetric mixing. SSP Vítor H. Nascimento, Ali H. Sayed
2012	J	`jnl`	Decentralized Resource Assignment in Cognitive Networks Based on Swarming Mechanisms Over Random Graphs. IEEE Trans. Signal Process. Paolo Di Lorenzo, Sergio Barbarossa, Ali H. Sayed
2012	J	`jnl`	Diffusion Adaptation Over Networks Under Imperfect Information Exchange and Non-Stationary Data. IEEE Trans. Signal Process. Xiaochuan Zhao, Sheng-Yuan Tu, Ali H. Sayed
2012	J	`jnl`	Diffusion Adaptation Strategies for Distributed Optimization and Learning Over Networks. IEEE Trans. Signal Process. Jianshu Chen, Ali H. Sayed
2012	J	`jnl`	Diffusion Adaptation over Networks CoRR Ali H. Sayed
2012	—	`conf`	Diffusion LMS for source and process estimation in sensor networks. SSP Reza Abdolee, Benoît Champagne, Ali H. Sayed
2012	J	`jnl`	Diffusion Strategies Outperform Consensus Strategies for Distributed Estimation Over Adaptive Networks. IEEE Trans. Signal Process. Sheng-Yuan Tu, Ali H. Sayed
2012	J	`jnl`	Diffusion Strategies Outperform Consensus Strategies for Distributed Estimation over Adaptive Networks CoRR Sheng-Yuan Tu, Ali H. Sayed
2012	—	`conf`	Diffusion networks outperform consensus networks. SSP Sheng-Yuan Tu, Ali H. Sayed
2012	J	`jnl`	Distributed Pareto Optimization via Diffusion Strategies CoRR Jianshu Chen, Ali H. Sayed
2012	B	`conf`	Distributed learning via Diffusion adaptation with application to ensemble learning. ESANN Zaid J. Towfic, Jianshu Chen, Ali H. Sayed
2012	—	`conf`	Distributed pareto-optimal solutions via diffusion adaptation. SSP Jianshu Chen, Ali H. Sayed
2012	—	`conf`	Distributed throughput optimization over P2P mesh networks using diffusion adaptation. ICC Zaid J. Towfic, Jianshu Chen, Ali H. Sayed
2012	—	`conf`	Effective information flow over mobile adaptive networks. CIP Sheng-Yuan Tu, Ali H. Sayed
2012	—	`conf`	Learning over social networks via diffusion adaptation. ACSCC Xiaochuan Zhao, Ali H. Sayed
2012	—	`conf`	Mean-square analysis of continuous-time distributed estimation strategies. ACSCC Vítor H. Nascimento, Ali H. Sayed
2012	J	`jnl`	Modeling bee swarming behavior through diffusion adaptation with asymmetric information sharing. EURASIP J. Adv. Signal Process. Jinchao Li, Ali H. Sayed
2012	J	`jnl`	On the Influence of Informed Agents on Learning and Adaptation over Networks CoRR Sheng-Yuan Tu, Ali H. Sayed
2012	—	`conf`	On the generalization ability of distributed online learners. MLSP Zaid J. Towfic, Jianshu Chen, Ali H. Sayed
2012	—	`conf`	On the limiting behavior of distributed optimization strategies. Allerton Conference Jianshu Chen, Ali H. Sayed
2012	J	`jnl`	Performance Limits for Distributed Estimation Over LMS Adaptive Networks CoRR Xiaochuan Zhao, Ali H. Sayed
2012	J	`jnl`	Performance Limits for Distributed Estimation Over LMS Adaptive Networks. IEEE Trans. Signal Process. Xiaochuan Zhao, Ali H. Sayed
2012	Misc	`conf`	Performance of diffusion adaptation for collaborative optimization. ICASSP Jianshu Chen, Ali H. Sayed
2012	—	`conf`	Session TP2b: Cooperative adaptation and learning (invited). ACSCC Danilo P. Mandic, Ali H. Sayed
2012	Misc	`conf`	Single-link diffusion strategies over adaptive networks. ICASSP Xiaochuan Zhao, Ali H. Sayed
2012	J	`jnl`	Sparse Distributed Learning Based on Diffusion Adaptation CoRR Paolo Di Lorenzo, Ali H. Sayed
2012	Misc	`conf`	Sparse diffusion LMS for distributed adaptive estimation. ICASSP Paolo Di Lorenzo, Sergio Barbarossa, Ali H. Sayed
2012	J	`jnl`	Spatio-Temporal Diffusion Strategies for Estimation and Detection Over Networks. IEEE Trans. Signal Process. Jae-Woo Lee, Seong-Eun Kim, Woo-Jin Song, Ali H. Sayed
2012	—	`conf`	Unsupervised algorithms for distributed estimation over adaptive networks. ACSCC Muhammad Omer Bin Saeed, Azzedine Zerguine, Salam A. Zummo, Ali H. Sayed
2012	—	`conf`	Using an adaptive gene network model for self-organizing multicellular behavior. EMBC Yong-Jun Shin, Ali H. Sayed, Xiling Shen
2011	—	`conf`	A bio-inspired fast swarming algorithm for dynamic radio access. DSP Paolo Di Lorenzo, Sergio Barbarossa, Ali H. Sayed
2011	B	`conf`	Adaptive Networks with Noisy Links. GLOBECOM Sheng-Yuan Tu, Ali H. Sayed
2011	J	`jnl`	An Adaptive Diffusion Augmented CLMS Algorithm for Distributed Filtering of Noncircular Complex Signals. IEEE Signal Process. Lett. Yili Xia, Danilo P. Mandic, Ali H. Sayed
2011	J	`jnl`	Analysis of Spatial and Incremental LMS Processing for Distributed Estimation. IEEE Trans. Signal Process. Federico S. Cattivelli, Ali H. Sayed
2011	Misc	`conf`	Bio-inspired cooperative optimization with application to bacteria motility. ICASSP Jianshu Chen, Ali H. Sayed
2011	—	`conf`	Bio-inspired swarming for dynamic radio access based on diffusion adaptation. EUSIPCO Paolo Di Lorenzo, Sergio Barbarossa, Ali H. Sayed
2011	C	`conf`	Clock jitter estimation in noise. ISCAS Zaid J. Towfic, Ali H. Sayed
2011	—	`conf`	Collaborative learning of mixture models using diffusion adaptation. MLSP Zaid J. Towfic, Jianshu Chen, Ali H. Sayed
2011	—	`conf`	Continuous-time distributed estimation. ACSCC Vítor H. Nascimento, Ali H. Sayed
2011	Misc	`conf`	Cooperative prey herding based on diffusion adaptation. ICASSP Sheng-Yuan Tu, Ali H. Sayed
2011	J	`jnl`	Diffusion Adaptation Strategies for Distributed Optimization and Learning over Networks CoRR Jianshu Chen, Ali H. Sayed
2011	J	`jnl`	Diffusion Adaptation over Networks under Imperfect Information Exchange and Non-stationary Data CoRR Xiaochuan Zhao, Ali H. Sayed
2011	J	`jnl`	Diffusion Bias-Compensated RLS Estimation Over Adaptive Networks. IEEE Trans. Signal Process. Alexander Bertrand, Marc Moonen, Ali H. Sayed
2011	—	`conf`	Diffusion adaptation over networks of particles subject to Brownian fluctuations. ACSCC Ali H. Sayed, Faten A. Sayed
2011	—	`conf`	Diffusion-based bias-compensated RLS for distributed estimation over adaptive sensor networks. EUSIPCO Alexander Bertrand, Marc Moonen, Ali H. Sayed
2011	J	`jnl`	Digital Suppression of Spurious PLL Tones in A/D Converters. IEEE Trans. Signal Process. Shang-Kee Ting, Ali H. Sayed
2011	J	`jnl`	Distributed Detection Over Adaptive Networks Using Diffusion Adaptation. IEEE Trans. Signal Process. Federico S. Cattivelli, Ali H. Sayed
2011	—	`conf`	Distributed optimization via diffusion adaptation. CAMSAP Jianshu Chen, Sheng-Yuan Tu, Ali H. Sayed
2011	Misc	`conf`	Frequency domain compensation of spurious sidebands in A/D circuits. ICASSP Shang-Kee Ting, Ali H. Sayed
2011	J	`jnl`	Mobile Adaptive Networks. IEEE J. Sel. Top. Signal Process. Sheng-Yuan Tu, Ali H. Sayed
2011	J	`jnl`	Modeling Bird Flight Formations Using Diffusion Adaptation. IEEE Trans. Signal Process. Federico S. Cattivelli, Ali H. Sayed
2011	—	`conf`	On the effects of topology and node distribution on learning over complex adaptive networks. ACSCC Sheng-Yuan Tu, Ali H. Sayed
2011	J	`jnl`	Optimal Spectral Feature Detection for Spectrum Sensing at Very Low SNR. IEEE Trans. Commun. Zhi Quan, Wenyi Zhang, Stephen J. Shellhammer, Ali H. Sayed
2011	—	`conf`	Optimal combination rules for adaptation and learning over networks. CAMSAP Sheng-Yuan Tu, Ali H. Sayed
2011	Misc	`conf`	Performance limits of LMS-based adaptive networks. ICASSP Xiaochuan Zhao, Ali H. Sayed
2011	C	`conf`	Reducing spurious PLL tones in spectrum sensing architectures. ISCAS Shang-Kee Ting, Ali H. Sayed
2011	J	`jnl`	Signal Processing Theory and Methods [In the Spotlight]. IEEE Signal Process. Mag. Abdelhak M. Zoubir, Vikram Krishnamurthy, Ali H. Sayed
2011	—	`conf`	Spatio-temporal diffusion mechanisms for adaptation over networks. EUSIPCO Jae-Woo Lee, Seong-Eun Kim, Woo-Jin Song, Ali H. Sayed
2011	J	`jnl`	Transient Analysis of Adaptive Affine Combinations. IEEE Trans. Signal Process. Suleyman Serdar Kozat, Alper T. Erdogan, Andrew C. Singer, Ali H. Sayed
2010	J	`jnl`	Cooperative Sensing via Sequential Detection. IEEE Trans. Signal Process. Qiyue Zou, Songfeng Zheng, Ali H. Sayed
2010	J	`jnl`	Diffusion LMS strategies for distributed estimation. IEEE Trans. Signal Process. Federico S. Cattivelli, Ali H. Sayed
2010	J	`jnl`	Diffusion Strategies for Distributed Kalman Filtering and Smoothing. IEEE Trans. Autom. Control. Federico S. Cattivelli, Ali H. Sayed
2010	J	`jnl`	Diffusion least-mean squares with adaptive combiners: formulation and performance analysis. IEEE Trans. Signal Process. Noriyuki Takahashi, Isao Yamada, Ali H. Sayed
2010	Misc	`conf`	Distributed beamforming and mode selection based on instantaneous system throughput. ICASSP Jingon Joung, Ali H. Sayed
2010	J	`jnl`	Distributed estimation over an adaptive incremental network based on the affine projection algorithm. IEEE Trans. Signal Process. Leilei Li, Jonathon A. Chambers, Cássio Guimarães Lopes, Ali H. Sayed
2010	Misc	`conf`	Distributed nonlinear Kalman filtering with applications to wireless localization. ICASSP Federico S. Cattivelli, Ali H. Sayed
2010	—	`conf`	Foraging behavior of fish schools via diffusion adaptation. CIP Sheng-Yuan Tu, Ali H. Sayed
2010	J	`jnl`	Free Electronic Access to SP Publications. IEEE Trans. Speech Audio Process. Ali H. Sayed
2010	—	`conf`	Mobile adaptive networks with self-organization abilities. ISWCS Sheng-Yuan Tu, Ali H. Sayed
2010	J	`jnl`	Multiuser two-way amplify-and-forward relay processing and power control methods for beamforming systems. IEEE Trans. Signal Process. Jingon Joung, Ali H. Sayed
2010	J	`jnl`	Optimal linear fusion for distributed detection via semidefinite programming. IEEE Trans. Signal Process. Zhi Quan, Wing-Kin Ma, Shuguang Cui, Ali H. Sayed
2010	Misc	`conf`	Randomized incremental protocols over adaptive networks. ICASSP Cássio Guimarães Lopes, Ali H. Sayed
2010	C	`conf`	Reduction of the effects of spurious PLL tones on A/D converters. ISCAS Shang-Kee Ting, Ali H. Sayed
2010	C	`conf`	Sampling clock jitter estimation and compensation in ADC circuits. ISCAS Zaid J. Towfic, Shang-Kee Ting, Ali H. Sayed
2010	J	`jnl`	Steady-state MSE performance analysis of mixture approaches to adaptive filtering. IEEE Trans. Signal Process. Suleyman Serdar Kozat, Alper T. Erdogan, Andrew C. Singer, Ali H. Sayed
2010	J	`jnl`	Unbiased model combinations for adaptive filtering. IEEE Trans. Signal Process. Suleyman Serdar Kozat, Andrew C. Singer, Alper T. Erdogan, Ali H. Sayed
2010	J	`jnl`	User Selection Methods for Multiuser Two-Way Relay Communications Using Space Division Multiple Access. IEEE Trans. Wirel. Commun. Jingon Joung, Ali H. Sayed
2009	J	`jnl`	Antenna Selection with Superposition for 4x2 DSTTD Systems. IEEE Commun. Lett. Jingon Joung, Ali H. Sayed, Yong Hoon Lee
2009	Misc	`conf`	Diffusion least-mean squares with adaptive combiners. ICASSP Noriyuki Takahashi, Isao Yamada, Ali H. Sayed
2009	J	`jnl`	Digital Compensation of Cross-Modulation Distortion in Software-Defined Radios. IEEE J. Sel. Top. Signal Process. Qiyue Zou, Mohyee Mikhemar, Ali H. Sayed
2009	J	`jnl`	Free Electronic Access to SP Publications. IEEE Trans. Image Process. Ali H. Sayed
2009	J	`jnl`	Free electronic access to SP publications. IEEE Trans. Inf. Forensics Secur. Ali H. Sayed
2009	J	`jnl`	Free electronic access to SP publications. IEEE Trans. Signal Process. Ali H. Sayed
2009	J	`jnl`	Innovations Diffusion: A Spatial Sampling Scheme for Distributed Estimation and Detection. IEEE Trans. Signal Process. Zhi Quan, William J. Kaiser, Ali H. Sayed
2009	J	`jnl`	Introducing overview articles in Signal Processing Transactions [Society News]. IEEE Signal Process. Mag. Ali H. Sayed
2009	J	`jnl`	Introduction to the Issue on DSP Techiques for RF/Analog Circuit Impairments. IEEE J. Sel. Top. Signal Process. Naofal Al-Dhahir, Anand Dabak, Marc Moonen, Ali H. Sayed, Zoran Zvonar
2009	J	`jnl`	Joint compensation of IQ imbalance and phase noise in OFDM wireless systems. IEEE Trans. Commun. Qiyue Zou, Alireza Tarighat, Ali H. Sayed
2009	Misc	`conf`	Multi-level diffusion adaptive networks. ICASSP Federico S. Cattivelli, Ali H. Sayed
2009	J	`jnl`	Optimal Multiband Joint Detection for Spectrum Sensing in Cognitive Radio Networks. IEEE Trans. Signal Process. Zhi Quan, Shuguang Cui, Ali H. Sayed, H. Vincent Poor
2009	Misc	`conf`	Optimal linear fusion for distributed spectrum sensing via semidefinite programming. ICASSP Zhi Quan, Wing-Kin Ma, Shuguang Cui, Ali H. Sayed
2009	B	`conf`	Power Allocation for Beamforming Relay Networks under Channel Uncertainties. GLOBECOM Jingon Joung, Ali H. Sayed
2009	B	`conf`	Spectrum Sensing by Cognitive Radios at Very Low SNR. GLOBECOM Zhi Quan, Stephen J. Shellhammer, Wenyi Zhang, Ali H. Sayed
2009	J	`jnl`	Spectrum sensing by cognitive radios at very low SNR CoRR Zhi Quan, Stephen J. Shellhammer, Wenyi Zhang, Ali H. Sayed
2008	—	`book`	Adaptive Filters Ali H. Sayed
2008	J	`jnl`	An Efficient Carrier Phase Synchronization Technique for High-Order M-QAM-OFDM. IEEE Trans. Signal Process. K. Y. Kim, Qiyue Zou, H. J. Choi, Ali H. Sayed
2008	J	`jnl`	Carrier Recovery Enhancement for Maximum-Likelihood Doppler Shift Estimation in Mars Exploration Missions. IEEE J. Sel. Top. Signal Process. Federico S. Cattivelli, Polly Estabrook, Edgar H. Satorius, Ali H. Sayed
2008	J	`jnl`	Collaborative wideband sensing for cognitive radios. IEEE Signal Process. Mag. Zhi Quan, Shuguang Cui, H. Vincent Poor, Ali H. Sayed
2008	—	`conf`	Diffusion LMS algorithms with information exchange. ACSCC Federico S. Cattivelli, Ali H. Sayed
2008	J	`jnl`	Diffusion Least-Mean Squares Over Adaptive Networks: Formulation and Performance Analysis. IEEE Trans. Signal Process. Cássio Guimarães Lopes, Ali H. Sayed
2008	J	`jnl`	Diffusion Recursive Least-Squares for Distributed Estimation Over Adaptive Networks. IEEE Trans. Signal Process. Federico S. Cattivelli, Cássio Guimarães Lopes, Ali H. Sayed
2008	Misc	`conf`	Diffusion adaptive networks with changing topologies. ICASSP Cássio Guimarães Lopes, Ali H. Sayed
2008	—	`conf`	Diffusion mechanisms for fixed-point distributed Kalman smoothing. EUSIPCO Federico S. Cattivelli, Ali H. Sayed
2008	Misc	`conf`	Digital compensation of RF nonlinearities in software-defined radios. ICASSP Qiyue Zou, Mohyee Mikhemar, Ali H. Sayed
2008	J	`jnl`	Las Vegas Hosts ICASSP'08. IEEE Signal Process. Mag. Ali H. Sayed
2008	J	`jnl`	Optimal Linear Cooperation for Spectrum Sensing in Cognitive Radio Networks. IEEE J. Sel. Top. Signal Process. Zhi Quan, Shuguang Cui, Ali H. Sayed
2008	J	`jnl`	Spatial-Spectral Joint Detection for Wideband Spectrum Sensing in Cognitive Radio Networks CoRR Zhi Quan, Shuguang Cui, Ali H. Sayed, H. Vincent Poor
2008	Misc	`conf`	Spatial-spectral joint detection for wideband spectrum sensing in cognitive radio networks. ICASSP Zhi Quan, Shuguang Cui, Ali H. Sayed, H. Vincent Poor
2008	J	`jnl`	Steady-State Performance Analysis of a Variable Tap-Length LMS Algorithm. IEEE Trans. Signal Process. Yonggang Zhang, Ning Li, Jonathon A. Chambers, Ali H. Sayed
2008	J	`jnl`	Wideband Spectrum Sensing in Cognitive Radio Networks CoRR Zhi Quan, Shuguang Cui, Ali H. Sayed, H. Vincent Poor
2008	—	`conf`	Wideband Spectrum Sensing in Cognitive Radio Networks. ICC Zhi Quan, Shuguang Cui, Ali H. Sayed, H. Vincent Poor
2007	J	`jnl`	A Leakage-Based Precoding Scheme for Downlink Multi-User MIMO Channels. IEEE Trans. Wirel. Commun. Mirette Sadek, Alireza Tarighat, Ali H. Sayed
2007	—	`conf`	A spatial sampling scheme based on innovations diffusion in sensor networks. IPSN Zhi Quan, William J. Kaiser, Ali H. Sayed
2007	J	`jnl`	Active Antenna Selection in Multiuser MIMO Communications. IEEE Trans. Signal Process. Mirette Sadek, Alireza Tarighat, Ali H. Sayed
2007	J	`jnl`	Adaptive Processing over Distributed Networks. IEICE Trans. Fundam. Electron. Commun. Comput. Sci. Ali H. Sayed, Cássio Guimarães Lopes
2007	B	`conf`	An Optimal Strategy for Cooperative Spectrum Sensing in Cognitive Radio Networks. GLOBECOM Zhi Quan, Shuguang Cui, Ali H. Sayed
2007	J	`jnl`	Compensation of Phase Noise in OFDM Wireless Systems. IEEE Trans. Signal Process. Qiyue Zou, Alireza Tarighat, Ali H. Sayed
2007	—	`conf`	Diffusion Least-Mean Squares Over Adaptive Networks. ICASSP (3) Cássio Guimarães Lopes, Ali H. Sayed
2007	J	`jnl`	Distributed MMSE Relay Strategies for Wireless Sensor Networks. IEEE Trans. Signal Process. Nima Khajehnouri, Ali H. Sayed
2007	—	`conf`	Distributed processing over adaptive networks. ISSPA Ali H. Sayed, Cássio Guimarães Lopes
2007	J	`jnl`	Fundamentals and challenges of optical multiple-input multiple-output multimode fiber links [Topics in Optical Communications]. IEEE Commun. Mag. Alireza Tarighat, Rick C. J. Hsu, Akhil Shah, Ali H. Sayed, Bahram Jalali
2007	J	`jnl`	Incremental Adaptive Strategies Over Distributed Networks. IEEE Trans. Signal Process. Cássio Guimarães Lopes, Ali H. Sayed
2007	—	`conf`	Innovations-Based Sampling Over Spatially-Correlated Sensors. ICASSP (3) Zhi Quan, Ali H. Sayed
2007	J	`jnl`	Joint compensation of transmitter and receiver impairments in OFDM systems. IEEE Trans. Wirel. Commun. Alireza Tarighat, Ali H. Sayed
2007	—	`conf`	OFDM Channel Estimation in the Presence of Frequency Offset, IQ Imbalance and Phase Noise. ICASSP (3) Qiyue Zou, Alireza Tarighat, K. Y. Kim, Ali H. Sayed
2007	C	`conf`	On the Joint Compensation of IQ Imbalances and Phase Noise in MIMO-OFDM Systems. ISCAS Qiyue Zou, Alireza Tarighat, Ali H. Sayed
2007	J	`jnl`	Performance Analysis of Multiband OFDM UWB Communications With Application to Range Improvement. IEEE Trans. Veh. Technol. Qiyue Zou, Alireza Tarighat, Ali H. Sayed
2007	J	`jnl`	REACA: An Efficient Protocol Architecture for Large Scale Sensor Networks (Corrected). IEEE Trans. Wirel. Commun. Zhi Quan, Ananth Subramanian, Ali H. Sayed
2007	J	`jnl`	REACA: An Efficient Protocol Architecture for Large Scale Sensor Networks. IEEE Trans. Wirel. Commun. Zhi Quan, Ananth Subramanian, Ali H. Sayed
2006	—	`conf`	A Minimum Co-User Interference Approach for Multi-User MIMO Downlink Precoding. ICASSP (3) Nima Khajehnouri, Ali H. Sayed
2006	J	`jnl`	A Robust Finger Tracking Method for Multimodal Wearable Computer Interfacing. IEEE Trans. Multim. Sylvia M. Dominguez, Trish Keaton, Ali H. Sayed
2006	—	`conf`	A dynamic antenna scheduling strategy for multi-user MIMO communications. EUSIPCO Mirette Sadek, Alireza Tarighat, Ali H. Sayed
2006	—	`conf`	A phase noise compensation scheme for OFDM wireless systems. EUSIPCO Q. Zou, Alireza Tarighat, Nima Khajehnouri, Ali H. Sayed
2006	J	`jnl`	Adaptive Subchip Multipath Resolving for Wireless Location Systems. EURASIP J. Adv. Signal Process. Nabil R. Yousef, Ali H. Sayed, Nima Khajehnouri
2006	J	`jnl`	Capacity enhancement in coherent optical MIMO (COMIMO) multimode fiber links. IEEE Commun. Lett. Rick C. J. Hsu, Alireza Tarighat, Akhil Shah, Ali H. Sayed, Bahram Jalali
2006	J	`jnl`	Detection of fading overlapping multipath components. Signal Process. Nabil R. Yousef, Ali H. Sayed, Nima Khajehnouri
2006	—	`conf`	Distributed Adaptive Incremental Strategies: Formulation and Performance Analysis. ICASSP (3) Cássio Guimarães Lopes, Ali H. Sayed
2006	J	`jnl`	Mean-square performance of a convex combination of two adaptive filters. IEEE Trans. Signal Process. Jerónimo Arenas-García, Aníbal R. Figueiras-Vidal, Ali H. Sayed
2006	J	`jnl`	Message from the Editor-in-Chief. EURASIP J. Adv. Signal Process. Ali H. Sayed
2006	—	`conf`	On the Performance of Clustered Energy-Aware Wireless Networks. ICASSP (4) Zhi Quan, Ananth Subramanian, Ali H. Sayed
2006	—	`conf`	Performance Analysis and Range Improvement in Multiband-OFDM UWB Communications. ICASSP (4) Qiyue Zou, Alireza Tarighat, Ali H. Sayed
2005	J	`jnl`	A Message From the Editor-in-Chief - Third Supplement on Secure Media. IEEE Trans. Signal Process. Ali H. Sayed
2005	—	`conf`	A distributed broadcasting time-synchronization scheme for wireless sensor networks. ICASSP (5) Nima Khajehnouri, Ali H. Sayed
2005	—	`conf`	A multi user beamforming scheme for downlink MIMO channels based on maximizing signal-to-leakage ratios. ICASSP (3) Alireza Tarighat, Mirette Sadek, Ali H. Sayed
2005	J	`jnl`	A robust power and rate control method for state-delayed wireless networks. Autom. Ananth Subramanian, Ali H. Sayed
2005	J	`jnl`	An invariant matrix structure in multiantenna communications. IEEE Signal Process. Lett. Ali H. Sayed, Waleed M. Younis, Alireza Tarighat
2005	J	`jnl`	An uplink DS-CDMA receiver using a robust post-correlation Kalman structure. IEEE Trans. Wirel. Commun. Alireza Tarighat, Ananth Subramanian, Ali H. Sayed
2005	J	`jnl`	Best Paper Award Recipients: A Message From the Editor-in-Chief. IEEE Trans. Signal Process. Ali H. Sayed
2005	J	`jnl`	Browsing the environment with the SNAP&TELL wearable computer system - Erratum. Pers. Ubiquitous Comput. Trish Keaton, Sylvia M. Dominguez, Ali H. Sayed
2005	J	`jnl`	Browsing the environment with the SNAP&TELL wearable computer system. Pers. Ubiquitous Comput. Trish Keaton, Sylvia M. Dominguez, Ali H. Sayed
2005	J	`jnl`	Compensation schemes and performance analysis of IQ imbalances in OFDM receivers. IEEE Trans. Signal Process. Alireza Tarighat, Rahim Bagheri, Ali H. Sayed
2005	J	`jnl`	Joint rate and power control algorithms for wireless networks. IEEE Trans. Signal Process. Ananth Subramanian, Ali H. Sayed
2005	J	`jnl`	MIMO OFDM receivers for Systems with IQ imbalances. IEEE Trans. Signal Process. Alireza Tarighat, Ali H. Sayed
2005	J	`jnl`	Mean-square performance of data-reusing adaptive algorithms. IEEE Signal Process. Lett. Hyun-Chool Shin, Woo-Jin Song, Ali H. Sayed
2005	—	`conf`	Multi-relay strategy for imperfect channel information in sensor networks. EUSIPCO Nima Khajehnouri, Ali H. Sayed
2005	J	`jnl`	Network-based wireless location: challenges faced in developing techniques for accurate wireless location information. IEEE Signal Process. Mag. Ali H. Sayed, Alireza Tarighat, Nima Khajehnouri
2005	—	`conf`	Steady state performance of convex combinations of adaptive filters. ICASSP (4) Jerónimo Arenas-García, Aníbal R. Figueiras-Vidal, Ali H. Sayed
2004	J	`jnl`	A Message from the Editor-in-Chief: First Supplement on Secure Media. IEEE Trans. Signal Process. Ali H. Sayed
2004	J	`jnl`	A Message from the Editor-in-Chief: New EDICS Categories for the TRANSACTIONS. IEEE Trans. Signal Process. Ali H. Sayed
2004	—	`conf`	A divide-and-conquer algorithm for channel estimation in multi-user space-time coded transmissions. EUSIPCO Waleed M. Younis, Ali H. Sayed
2004	B	`conf`	Collaborative algorithms for bandwidth and allocation in wireless networks. ISIT Ananth Subramanian, Ali H. Sayed
2004	—	`conf`	Interference suppression of asynchronous multi-user space-time block coded transmissions. ICASSP (4) Waleed M. Younis, Ali H. Sayed
2004	J	`jnl`	Least mean-phase adaptive filters with application to communications systems. IEEE Signal Process. Lett. Alireza Tarighat, Ali H. Sayed
2004	J	`jnl`	Mean-square performance of a family of affine projection algorithms. IEEE Trans. Signal Process. Hyun-Chool Shin, Ali H. Sayed
2004	J	`jnl`	Message from the Editor-in-Chief: Best Paper Award Recipients. IEEE Trans. Signal Process. Ali H. Sayed
2004	J	`jnl`	Multiobjective filter design for uncertain stochastic time-delay systems. IEEE Trans. Autom. Control. Ananth Subramanian, Ali H. Sayed
2004	—	`conf`	On the baseband compensation of IQ imbalances in OFDM systems. ICASSP (4) Alireza Tarighat, Ali H. Sayed
2004	J	`jnl`	Regularized robust filters for time-varying uncertain discrete-time systems. IEEE Trans. Autom. Control. Ananth Subramanian, Ali H. Sayed
2004	—	`conf`	Resource allocation strategies for wireless ad-hoc networks. ICASSP (4) Ananth Subramanian, Ali H. Sayed
2004	J	`jnl`	Variable step-size NLMS and affine projection algorithms. IEEE Signal Process. Lett. Hyun-Chool Shin, Ali H. Sayed, Woo-Jin Song
2003	J	`jnl`	A message from the editor-in-chief: best paper award recipients. IEEE Trans. Signal Process. Ali H. Sayed
2003	J	`jnl`	A message from the new editor-in-chief. IEEE Trans. Signal Process. Ali H. Sayed
2003	—	`conf`	A non-line-of-sight equalization scheme for wireless cellular location. ICASSP (6) Nima Khajehnouri, Ali H. Sayed
2003	C	`conf`	A robust minimum-variance filter for time varying uncertain discrete-time systems. ACC Ananth Subramanian, Ali H. Sayed
2003	B	`conf`	A robust receiver for multi-user uplink DS-CDMA. WCNC Ananth Subramanian, Alireza Tarighat, Ali H. Sayed
2003	—	`conf`	Adaptive frequency-domain joint equalization and interference cancellation for multi-user space-time block-coded systems. ICC Waleed M. Younis, Ali H. Sayed, Naofal Al-Dhahir
2003	J	`jnl`	Adaptive predictive power control for the uplink channel in DS-CDMA cellular systems. IEEE Trans. Veh. Technol. Mansour A. Aldajani, Ali H. Sayed
2003	—	`conf`	An optimum OFDM receiver exploiting cyclic prefix for improved data estimation. ICASSP (4) Alireza Tarighat, Ali H. Sayed
2003	J	`jnl`	Efficient adaptive receivers for joint equalization and interference cancellation in multiuser space-time block-coded systems. IEEE Trans. Signal Process. Waleed M. Younis, Ali H. Sayed, Naofal Al-Dhahir
2003	—	`conf`	Improved wireless location accuracy using antenna arrays and interference cancellation. ICASSP (4) Alireza Tarighat, Nima Khajehnouri, Ali H. Sayed
2003	—	`conf`	Joint frequency-domain adaptive equalization and interference cancellation for multi-user space-time block-coded systems. ICASSP (4) Waleed M. Younis, Ali H. Sayed, Naofal Al-Dhahir
2003	J	`jnl`	Robust wireless location over fading channels. IEEE Trans. Veh. Technol. Nabil R. Yousef, Ali H. Sayed, Louay M. A. Jalloul
2003	J	`jnl`	Transient analysis of adaptive filters with error nonlinearities. IEEE Trans. Signal Process. Tareq Y. Al-Naffouri, Ali H. Sayed
2003	J	`jnl`	Transient analysis of data-normalized adaptive filters. IEEE Trans. Signal Process. Tareq Y. Al-Naffouri, Ali H. Sayed
2003	—	`conf`	Transient behavior of affine projection algorithms. ICASSP (6) Hyun-Chool Shin, Ali H. Sayed
2002	J	`jnl`	A Regularized Robust Design Criterion for Uncertain Data. SIAM J. Matrix Anal. Appl. Ali H. Sayed, Vítor H. Nascimento, Flávio A. M. Cipparrone
2002	J	`jnl`	A uniqueness result concerning a robust regularized least-squares solution. Syst. Control. Lett. Ali H. Sayed, Hong Chen
2002	J	`jnl`	Ability of adaptive filters to track carrier offsets and channel nonstationarities. IEEE Trans. Signal Process. Nabil R. Yousef, Ali H. Sayed
2002	Misc	`conf`	Adaptive frequency-domain equalization of space-time block-coded transmissions. ICASSP Waleed M. Younis, Naofal Al-Dhahir, Ali H. Sayed
2002	Misc	`conf`	Inverse closed-loop power control for CDMA wireless systems. ICASSP Mansour A. Aldajani, Ali H. Sayed
2002	J	`jnl`	Multi-input multi-output fading channel tracking and equalization using Kalman estimation. IEEE Trans. Signal Process. Christos Komninakis, Christina Fragouli, Ali H. Sayed, Richard D. Wesel
2002	Misc	`conf`	Optimum error nonlinearities for long adaptive filters. ICASSP Tareq Y. Al-Naffouri, Ali H. Sayed
2002	Misc	`conf`	Predictive ratio closed-loop power control for CDMA wireless systems. ICASSP Mansour A. Aldajani, Ali H. Sayed
2002	—	`conf`	Robust exponential filtering for uncertain systems with stochastic and polytopic uncertainties. CDC Ananth Subramanian, Ali H. Sayed
2002	Misc	`conf`	SNAP&TELL: A Multi-Modal Wearable Computer Interface for Browsing the Environment. ISWC Trish Keaton, Sylvia M. Dominguez, Ali H. Sayed
2001	J	`jnl`	A framework for state-space estimation with uncertain models. IEEE Trans. Autom. Control. Ali H. Sayed
2001	Misc	`conf`	A stable adaptive structure for delta modulation with improved performance. ICASSP Mansour A. Aldajani, Ali H. Sayed
2001	J	`jnl`	A survey of spectral factorization methods. Numer. Linear Algebra Appl. Ali H. Sayed, Thomas Kailath
2001	J	`jnl`	A unified approach to the steady-state and tracking analyses of adaptive filters. IEEE Trans. Signal Process. Nabil R. Yousef, Ali H. Sayed
2001	J	`jnl`	Adaptive Filters with Error Nonlinearities: Mean-Square Analysis and Optimum Design. EURASIP J. Adv. Signal Process. Tareq Y. Al-Naffouri, Ali H. Sayed
2001	—	`conf`	Design of robust filters with improved robustness margins via parameter scaling. CDC Marco H. Terra, Ali H. Sayed
2001	—	`conf`	Detection of fading overlapping multipath components for mobile positioning systems. ICC Nabil R. Yousef, Ali H. Sayed
2001	—	`conf`	Extended fast fixed order RLS adaptive filters. ISCAS (2) Ricardo Merched, Ali H. Sayed
2001	J	`jnl`	Extended fast fixed-order RLS adaptive filters. IEEE Trans. Signal Process. Ricardo Merched, Ali H. Sayed
2001	Misc	`conf`	Fixed point analysis of the constant modulus algorithm. ICASSP Nabil R. Yousef, Ali H. Sayed
2001	Misc	`conf`	Mean-square analysis of normalized leaky adaptive filters. ICASSP Ali H. Sayed, Tareq Y. Al-Naffouri
2001	Misc	`conf`	Orthonormal realization of fast fixed-order RLS adaptive filters. ICASSP Ricardo Merched, Ali H. Sayed
2001	—	`conf`	RLS-Laguerre lattice adaptive filtering: error feedback and array-based algorithms. ISCAS (2) Ricardo Merched, Ali H. Sayed
2001	J	`jnl`	RLS-Laguerre lattice adaptive filtering: error-feedback, normalized, and array-based algorithms. IEEE Trans. Signal Process. Ricardo Merched, Ali H. Sayed
2001	—	`conf`	Robust finger tracking for wearable computer interfacing. PUI Sylvia M. Dominguez, Trish Keaton, Ali H. Sayed
2001	—	`conf`	SNR performance of an adaptive sigma delta modulator. ISCAS (1) Mansour A. Aldajani, Ali H. Sayed
2001	J	`jnl`	The Degenerate Bounded Errors-in-Variables Model. SIAM J. Matrix Anal. Appl. Shivkumar Chandrasekaran, Ming Gu, Ali H. Sayed, Keith E. Schubert
2001	Misc	`conf`	Transient analysis of adaptive filters. ICASSP Tareq Y. Al-Naffouri, Ali H. Sayed
2000	J	`jnl`	A feedback approach to the steady-state performance of fractionally spaced blind adaptive equalizers. IEEE Trans. Signal Process. Junyu Mai, Ali H. Sayed
2000	Misc	`conf`	A generalized tracking analysis of adaptive filtering algorithms in cyclicly and randomly varying environments. ICASSP Nabil R. Yousef, Ali H. Sayed
2000	C	`conf`	A new combined architecture for CDMA location searchers and RAKE receivers. ISCAS Nabil R. Yousef, Ali H. Sayed
2000	C	`conf`	A unified approach to the steady-state analysis of quantized adaptive filtering algorithms. ISCAS Nabil R. Yousef, Ali H. Sayed
2000	—	`conf`	Adaptive Multi-Input Multi-Output Fading Channel Equalization Using Kalman Estimation. ICC (3) Christos Komninakis, Christina Fragouli, Ali H. Sayed, Richard D. Wesel
2000	J	`jnl`	An embedding approach to frequency-domain and subband adaptive filtering. IEEE Trans. Signal Process. Ricardo Merched, Ali H. Sayed
2000	J	`jnl`	Array algorithms for H IEEE Trans. Autom. Control. Babak Hassibi, Thomas Kailath, Ali H. Sayed
2000	J	`jnl`	Discussion on: 'Tradeoff between Mean-Square and Worst-Case Performances in Adaptive Filtering' by P. Bolzern, P. Colaneri and G. De Nicolao. Eur. J. Control Ali H. Sayed, Paolo Bolzern, Patrizio Colaneri, Giuseppe De Nicolao
2000	Misc	`conf`	Exact RLS Laguerre-lattice adaptive filtering. ICASSP Ricardo Merched, Ali H. Sayed
2000	J	`jnl`	On the convergence of blind adaptive equalizers for constant modulus signals. IEEE Trans. Commun. Markus Rupp, Ali H. Sayed
2000	J	`jnl`	On the learning mechanism of adaptive filters. IEEE Trans. Signal Process. Vítor H. Nascimento, Ali H. Sayed
2000	Misc	`conf`	On the selection of optimal nonlinearities for stochastic gradient adaptive algorithms. ICASSP Tareq Y. Al-Naffouri, Ali H. Sayed, Thomas Kailath
2000	J	`jnl`	Order-recursive RLS Laguerre adaptive filtering. IEEE Trans. Signal Process. Ricardo Merched, Ali H. Sayed
2000	J	`jnl`	Parameter estimation with multiple sources and levels of uncertainties. IEEE Trans. Signal Process. Ali H. Sayed, Shivkumar Chandrasekaran
2000	—	`conf`	Stability analysis of an adaptive structure for sigma delta modulation. ICECS Mansour A. Aldajani, Ali H. Sayed
2000	—	`conf`	State-space estimation with uncertain data: finite and infinite-horizon results. CDC Ali H. Sayed
2000	J	`jnl`	Steady-state and tracking analyses of the sign algorithm without the explicit use of the independence assumption. IEEE Signal Process. Lett. Nabil R. Yousef, Ali H. Sayed
2000	J	`jnl`	The finite-length multi-input multi-output MMSE-DFE. IEEE Trans. Signal Process. Naofal Al-Dhahir, Ali H. Sayed
1999	J	`jnl`	A recursive method for solving unconstrained tangential interpolation problems. IEEE Trans. Autom. Control. Tibor Boros, Ali H. Sayed, Thomas Kailath
1999	—	`conf`	A unified approach to the steady-state and tracking analyses of adaptive filtering algorithms. NSIP Nabil R. Yousef, Ali H. Sayed
1999	J	`jnl`	An Efficient Algorithm for a Bounded Errors-in-Variables Model. SIAM J. Matrix Anal. Appl. Shiv Chandrasekaran, Gene H. Golub, Ming Gu, Ali H. Sayed
1999	J	`jnl`	CORDIC-Based MMSE-DFE Coefficient Computation. Digit. Signal Process. Naofal Al-Dhahir, Ali H. Sayed
1999	J	`jnl`	Unbiased and stable leakage-based adaptive filters. IEEE Trans. Signal Process. Vítor H. Nascimento, Ali H. Sayed
1998	J	`jnl`	A Fast Stable Solver for Nonsymmetric Toeplitz and Quasi-Toeplitz Systems of Linear Equations. SIAM J. Matrix Anal. Appl. S. Chandrasekaran, Ali H. Sayed
1998	J	`jnl`	A Stable and Efficient Algorithm for the Indefinite Linear Least-Squares Problem. SIAM J. Matrix Anal. Appl. S. Chandrasekaran, Ming Gu, Ali H. Sayed
1998	—	`conf`	Design criteria for uncertain models with structured and unstructured uncertainties. Robustness in Identification and Control Ali H. Sayed, Vítor H. Nascimento
1998	J	`jnl`	Parameter Estimation in the Presence of Bounded Data Uncertainties. SIAM J. Matrix Anal. Appl. Shivkumar Chandrasekaran, Gene H. Golub, Ming Gu, Ali H. Sayed
1998	J	`jnl`	Robust FxLMS algorithms with improved convergence performance. IEEE Trans. Speech Audio Process. Markus Rupp, Ali H. Sayed
1997	J	`jnl`	Adaptive tracking of linear time-variant systems by extended RLS algorithms. IEEE Trans. Signal Process. Simon Haykin, Ali H. Sayed, James R. Zeidler, Paul Yee, Paul C. Wei
1997	J	`jnl`	An l Autom. Ali H. Sayed, Markus Rupp
1997	J	`jnl`	Displacement structure and maximum entropy. IEEE Trans. Inf. Theory Tiberiu Constantinescu, Ali H. Sayed, Thomas Kailath
1997	Misc	`conf`	Iterative solutions of min-max parameter estimation with bounded data uncertainties. ICASSP Ali H. Sayed, Andrea Garulli, Shivkumar Chandrasekaran
1997	J	`jnl`	Parameter estimation in the presence of bounded modeling errors. IEEE Signal Process. Lett. Shivkumar Chandrasekaran, Gene H. Golub, Ming Gu, Ali H. Sayed
1997	J	`jnl`	Stable pole-zero modeling of long FIR filters with application to the MMSE-DFE. IEEE Trans. Commun. Naofal Al-Dhahir, Ali H. Sayed, John M. Cioffi
1997	J	`jnl`	Supervised learning of perceptron and output feedback dynamic networks: a feedback analysis via the small gain theorem. IEEE Trans. Neural Networks Markus Rupp, Ali H. Sayed
1996	J	`jnl`	A time-domain feedback analysis of filtered-error adaptive gradient algorithms. IEEE Trans. Signal Process. Markus Rupp, Ali H. Sayed
1996	J	`jnl`	Error-energy bounds for adaptive gradient algorithms. IEEE Trans. Signal Process. Ali H. Sayed, Markus Rupp
1996	J	`jnl`	H IEEE Trans. Signal Process. Babak Hassibi, Ali H. Sayed, Thomas Kailath
1996	J	`jnl`	Inertia properties of indefinite quadratic forms. IEEE Signal Process. Lett. Ali H. Sayed, Babak Hassibi, Thomas Kailath
1996	J	`jnl`	Linear estimation in Krein spaces. I. Theory. IEEE Trans. Autom. Control. Babak Hassibi, Ali H. Sayed, Thomas Kailath
1996	J	`jnl`	Linear estimation in Krein spaces. II. Applications. IEEE Trans. Autom. Control. Babak Hassibi, Ali H. Sayed, Thomas Kailath
1996	—	`conf`	Robustness and convergence of adaptive schemes in blind equalization and neural network training. EUSIPCO Ali H. Sayed, Markus Rupp
1996	J	`jnl`	Robustness of Gauss - Newton recursive methods: A deterministic feedback analysis. Signal Process. Markus Rupp, Ali H. Sayed
1996	J	`jnl`	Stabilizing the Generalized Schur Algorithm. SIAM J. Matrix Anal. Appl. Shivkumar Chandrasekaran, Ali H. Sayed
1995	J	`jnl`	A Look-Ahead Block Schur Algorithm for Toeplitz-Like Matrices. SIAM J. Matrix Anal. Appl. Ali H. Sayed, Thomas Kailath
1995	J	`jnl`	Displacement Structure and Completion Problems. SIAM J. Matrix Anal. Appl. Tiberiu Constantinescu, Ali H. Sayed, Thomas Kailath
1995	J	`jnl`	Displacement Structure: Theory and Applications. SIAM Rev. Thomas Kailath, Ali H. Sayed
1995	Misc	`conf`	On the stability and convergence of Feintuch's algorithm for adaptive IIR filtering. ICASSP Markus Rupp, Ali H. Sayed
1994	J	`jnl`	A recursive Schur-based solution of the four-block problem. IEEE Trans. Autom. Control. Tiberiu Constantinescu, Ali H. Sayed, Thomas Kailath
1994	J	`jnl`	A state-space approach to adaptive RLS filtering. IEEE Signal Process. Mag. Ali H. Sayed, Thomas Kailath
1994	J	`jnl`	Extended Chandrasekhar recursions. IEEE Trans. Autom. Control. Ali H. Sayed, Thomas Kailath
1994	J	`jnl`	Generalized Chandrasekhar recursions from the generalized Schur algorithm. IEEE Trans. Autom. Control. Ali H. Sayed, Thomas Kailath, Hanoch Lev-Ari
1994	J	`jnl`	Time-variant displacement structure and interpolation problems. IEEE Trans. Autom. Control. Ali H. Sayed, Tiberiu Constantinescu, Thomas Kailath
1994	J	`jnl`	Time-variant displacement structure and triangular arrays. IEEE Trans. Signal Process. Ali H. Sayed, Hanoch Lev-Ari, Thomas Kailath
1993	—	`conf`	A state-space approach to adaptive filtering. ICASSP (3) Ali H. Sayed, Thomas Kailath
1993	—	`conf`	A unified derivation of square-root multichannel least-squares filtering algorithms. ICASSP (5) Babak Hossein Khalaj, Ali H. Sayed, Thomas Kailath
1993	—	`conf`	Optimality Criteria for LMS and Backpropagation. NIPS Babak Hassibi, Ali H. Sayed, Thomas Kailath
1992	Misc	`conf`	Lattice filter interpretations of the Chandrasekhar recursions for estimation and spectral factorization. ICASSP Ali H. Sayed, Hanoch Lev-Ari, Thomas Kailath