George K. Atia

210 papers A* 16A 2B 11C 1Misc 29Journal 96Unranked 55

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	CADENT: Gated Hybrid Distillation for Sample-Efficient Transfer in Reinforcement Learning. CoRR Mahyar Alinejad, Yue Wang, George K. Atia
2026	A*	`conf`	ORVIT: Near-Optimal Online Distributionally Robust Reinforcement Learning. AAAI Debamita Ghosh, George K. Atia, Yue Wang
2026	J	`jnl`	Robust Transfer Learning with Side Information. CoRR Akram S. Awad, Shihab Ahmed, Yue Wang, George K. Atia
2025	J	`jnl`	A Finite-Sample Analysis of Distributionally Robust Average-Reward Reinforcement Learning. CoRR Zachary Roch, Chi Zhang, George K. Atia, Yue Wang
2025	A*	`conf`	A Reduction Framework for Distributionally Robust Reinforcement Learning under Average Reward. ICML Zachary Roch, George K. Atia, Yue Wang
2025	A*	`conf`	Align-Pro: A Principled Approach to Prompt Optimization for LLM Alignment. AAAI Prashant Trivedi, Souradip Chakraborty, Avinash Reddy, Vaneet Aggarwal, Amrit Singh Bedi, George K. Atia
2025	J	`jnl`	Align-Pro: A Principled Approach to Prompt Optimization for LLM Alignment. CoRR Prashant Trivedi, Souradip Chakraborty, Avinash Reddy, Vaneet Aggarwal, Amrit Singh Bedi, George K. Atia
2025	—	`conf`	Bidirectional End-to-End Framework for Transfer from Abstract Models in Non-Markovian Reinforcement Learning. NeuS Mahyar Alinejad, Precious Nwaorgu, Chinwendu Enyioha, Yue Wang, Alvaro Velasquez, George K. Atia
2025	Misc	`conf`	Explainable Adversarial Attacks on Coarse-to-Fine Classifiers. ICASSP Akram Heidarizadeh, Connor Hatfield, Lorenzo Lazzarotto, HanQin Cai, George K. Atia
2025	J	`jnl`	Explainable Adversarial Attacks on Coarse-to-Fine Classifiers. CoRR Akram Heidarizadeh, Connor Hatfield, Lorenzo Lazzarotto, HanQin Cai, George K. Atia
2025	J	`jnl`	Generative Modeling with Continuous Flows: Sample Complexity of Flow Matching. CoRR Mudit Gaur, Prashant Trivedi, Shuchin Aeron, Amrit Singh Bedi, George K. Atia, Vaneet Aggarwal
2025	Misc	`conf`	Hybrid Offline Passive Grammatical Inference and Online Planning for Non-Markovian Tasks. ICASSP Mahyar Alinejad, Alvaro Velasquez, Yue Wang, George K. Atia
2025	A*	`conf`	Model-Free Offline Reinforcement Learning with Enhanced Robustness. ICLR Chi Zhang, Zain Ulabedeen Farhat, George K. Atia, Yue Wang
2025	J	`jnl`	Online Robust Multi-Agent Reinforcement Learning under Model Uncertainties. CoRR Zain Ulabedeen Farhat, Debamita Ghosh, George K. Atia, Yue Wang
2025	A*	`conf`	Pessimism Principle Can Be Effective: Towards a Framework for Zero-Shot Transfer Reinforcement Learning. ICML Chi Zhang, Ziying Jia, George K. Atia, Sihong He, Yue Wang
2025	J	`jnl`	Pessimism Principle Can Be Effective: Towards a Framework for Zero-Shot Transfer Reinforcement Learning. CoRR Chi Zhang, Zi-Jia Wang, George K. Atia, Sihong He, Yue Wang
2025	J	`jnl`	Provably Near-Optimal Distributionally Robust Reinforcement Learning in Online Settings. CoRR Debamita Ghosh, George K. Atia, Yue Wang
2025	J	`jnl`	RLAF: Reinforcement Learning from Automaton Feedback. CoRR Mahyar Alinejad, Alvaro Velasquez, Yue Wang, George K. Atia
2025	Misc	`conf`	SADA: Unsupervised Domain Adaptation for Reliable Scene Awareness. CISS Hossein Maghsoumi, Yaser P. Fallah, George K. Atia
2025	J	`jnl`	Scalable and Robust Tensor Ring Decomposition for Large-Scale Data With Missing Data and Outliers. IEEE Trans. Circuits Syst. Video Technol. Yicong He, George K. Atia
2025	J	`jnl`	Scaling Online Distributionally Robust Reinforcement Learning: Sample-Efficient Guarantees with General Function Approximation. CoRR Debamita Ghosh, George K. Atia, Yue Wang
2025	—	`conf`	The Role of Aggregator Topology on the Impact of False Data Injection Attacks. IDS Javad Mokhtari Koushyar, Mina Guirguis, George K. Atia
2025	—	`conf`	Topology-Aware Hybrid FDIA Against Third-Party Aggregators in Smart Grids. SmartGridComm Javad Mokhtari Koushyar, Mina Guirguis, George K. Atia
2024	Misc	`conf`	Adversarial Domain Adaptation for Classification with Nested Dichotomies. ICASSP Akram Heidarizadeh, George K. Atia
2024	J	`jnl`	Bayesian Inverse Reinforcement Learning for Non-Markovian Rewards. CoRR Noah Topper, Alvaro Velasquez, George K. Atia
2024	J	`jnl`	Coarse to Fine Two-Stage Approach to Robust Tensor Completion of Visual Data. IEEE Trans. Cybern. Yicong He, George K. Atia
2024	J	`jnl`	Controller synthesis for linear temporal logic and steady-state specifications. Auton. Agents Multi Agent Syst. Alvaro Velasquez, Ismail Alkhouri, Andre Beckus, Ashutosh Trivedi, George K. Atia
2024	—	`conf`	Distributionally Robust Domain Adaptation via Optimal Transport. MLSP Akram S. Awad, Shuchin Aeron, George K. Atia
2024	J	`jnl`	Exploring the Predictive Capabilities of AlphaFold Using Adversarial Protein Sequences. IEEE Trans. Artif. Intell. Ismail R. Alkhouri, Sumit Kumar Jha, Andre Beckus, George K. Atia, Susmit Jha, Rickard Ewetz, Alvaro Velasquez
2024	—	`conf`	Heterogeneous Tensor Domain Adaptation. MLSP Yicong He, George K. Atia
2024	Misc	`conf`	Hindering Search and Rescue Missions with Selective Wireless Jamming Attacks. CogSIMA Javad Mokhtari Koushyar, Mina Guirguis, George K. Atia
2024	J	`jnl`	Imperceptible Attacks on Fault Detection and Diagnosis Systems in Smart Buildings. IEEE Trans. Ind. Informatics Ismail R. Alkhouri, Akram S. Awad, Qun Zhou Sun, George K. Atia
2024	—	`conf`	PuRe Defender: A Game-Theoretic Pull Request Assignment with Deep RL. GameSec (1) Javad Mokhtari Koushyar, Mina Guirguis, George K. Atia
2024	J	`jnl`	Robust Average-Reward Reinforcement Learning. J. Artif. Intell. Res. Yue Wang, Alvaro Velasquez, George K. Atia, Ashley Prater-Bennette, Shaofeng Zou
2024	J	`jnl`	Robust Low-Tubal-Rank Tensor Completion Based on Tensor Factorization and Maximum Correntopy Criterion. IEEE Trans. Neural Networks Learn. Syst. Yicong He, George K. Atia
2023	—	`conf`	A Discriminative Approach To Unsupervised Domain Adaptation in Coarse-To-Fine Classifiers. MLSP Ismail R. Alkhouri, Akram S. Awad, Connor Hatfield, George K. Atia
2023	B	`conf`	A Non-Targeted Attack Approach for the Coarse Misclassification Problem. IJCNN Ismail R. Alkhouri, Alvaro Velasquez, George K. Atia
2023	J	`jnl`	Automaton Distillation: Neuro-Symbolic Transfer Learning for Deep Reinforcement Learning. CoRR Suraj Singireddy, Andre Beckus, George K. Atia, Sumit Kumar Jha, Alvaro Velasquez
2023	—	`conf`	Distributionally Robust Domain Adaptation. MLSP Akram S. Awad, George K. Atia
2023	J	`jnl`	Fooling the Big Picture in Classification Tasks. Circuits Syst. Signal Process. Ismail Alkhouri, George K. Atia, Wasfy Mikhael
2023	A*	`conf`	Model-Free Robust Average-Reward Reinforcement Learning. ICML Yue Wang, Alvaro Velasquez, George K. Atia, Ashley Prater-Bennette, Shaofeng Zou
2023	J	`jnl`	Model-Free Robust Average-Reward Reinforcement Learning. CoRR Yue Wang, Alvaro Velasquez, George K. Atia, Ashley Prater-Bennette, Shaofeng Zou
2023	J	`jnl`	On the Robustness of AlphaFold: A COVID-19 Case Study. CoRR Ismail Alkhouri, Sumit Kumar Jha, Andre Beckus, George K. Atia, Alvaro Velasquez, Rickard Ewetz, Arvind Ramanathan, Susmit Jha
2023	J	`jnl`	Optimal Deterministic Controller Synthesis from Steady-State Distributions. J. Autom. Reason. Alvaro Velasquez, Ismail Alkhouri, K. Subramani, Piotr Wojciechowski, George K. Atia
2023	A*	`conf`	Robust Average-Reward Markov Decision Processes. AAAI Yue Wang, Alvaro Velasquez, George K. Atia, Ashley Prater-Bennette, Shaofeng Zou
2023	J	`jnl`	Robust Average-Reward Markov Decision Processes. CoRR Yue Wang, Alvaro Velasquez, George K. Atia, Ashley Prater-Bennette, Shaofeng Zou
2023	Misc	`conf`	Robust and Parallelizable Tensor Completion Based on Tensor Factorization and Maximum Correntropy Criterion. ICASSP Yicong He, George K. Atia
2023	J	`jnl`	Scalable and Robust Tensor Ring Decomposition for Large-scale Data. CoRR Yicong He, George K. Atia
2023	A	`conf`	Scalable and robust tensor ring decomposition for large-scale data. UAI Yicong He, George K. Atia
2022	J	`jnl`	A Differentiable Approach to Combinatorial Optimization using Dataless Neural Networks. CoRR Ismail R. Alkhouri, George K. Atia, Alvaro Velasquez
2022	—	`conf`	A Differentiable Approach to the Maximum Independent Set Problem Using Graph-Based Neural Network Structures. MLSP Ismail R. Alkhouri, George K. Atia, Alvaro Velasquez
2022	J	`jnl`	A Multi-Criteria Approach for Fast and Robust Representative Selection from Manifolds. IEEE Trans. Knowl. Data Eng. Mahlagha Sedghi, Michael Georgiopoulos, George K. Atia
2022	J	`jnl`	A differentiable approach to the maximum independent set problem using dataless neural networks. Neural Networks Ismail R. Alkhouri, George K. Atia, Alvaro Velasquez
2022	A*	`conf`	Active Grammatical Inference for Non-Markovian Planning. ICAPS Noah Topper, George K. Atia, Ashutosh Trivedi, Alvaro Velasquez
2022	—	`conf`	BOSS: Bidirectional One-Shot Synthesis of Adversarial Examples. MLSP Ismail R. Alkhouri, Alvaro Velasquez, George K. Atia
2022	A	`conf`	Controller Synthesis for Omega-Regular and Steady-State Specifications. AAMAS Alvaro Velasquez, Ismail Alkhouri, Andre Beckus, Ashutosh Trivedi, George K. Atia
2022	J	`jnl`	Distributionally Robust Domain Adaptation. CoRR Akram S. Awad, George K. Atia
2022	A*	`conf`	Inferring Probabilistic Reward Machines from Non-Markovian Reward Signals for Reinforcement Learning. ICAPS Taylor Dohmen, Noah Topper, George K. Atia, Andre Beckus, Ashutosh Trivedi, Alvaro Velasquez
2022	A*	`conf`	Multi-Agent Tree Search with Dynamic Reward Shaping. ICAPS Alvaro Velasquez, Brett Bissey, Lior Barak, Daniel Melcer, Andre Beckus, Ismail Alkhouri, George K. Atia
2022	A*	`conf`	Multi-Mode Tensor Space Clustering Based on Low-Tensor-Rank Representation. AAAI Yicong He, George K. Atia
2022	—	`conf`	On the Coarse Robustness of Classifiers. IEEECONF Ismail R. Alkhouri, Stanley Bak, Alvaro Velasquez, George K. Atia
2022	J	`jnl`	Patch Tracking-Based Streaming Tensor Ring Completion for Visual Data Recovery. IEEE Trans. Circuits Syst. Video Technol. Yicong He, George K. Atia
2022	J	`jnl`	Sketches by MoSSaRT: Representative selection from manifolds with gross sparse corruptions. Pattern Recognit. Mahlagha Sedghi, Michael Georgiopoulos, George K. Atia
2022	—	`conf`	Structured Model Selection for Recovery of Sparse Representations in Nested Periodic Dictionaries. IEEECONF Pouria Saidi, George K. Atia
2022	Misc	`conf`	Synthesis of Adversarial Samples in Two-Stage Classifiers. ICASSP Ismail R. Alkhouri, Alvaro Velasquez, George K. Atia
2022	—	`conf`	The Minimum Value State Problem in Actor-Critic Networks. MLSP Alvaro Velasquez, Ismail R. Alkhouri, Brett Bissey, Lior Barak, George K. Atia
2021	J	`jnl`	A Game-Theoretic Framework for the Virtual Machines Migration Timing Problem. IEEE Trans. Cloud Comput. Ahmed H. Anwar, George K. Atia, Mina Guirguis
2021	Misc	`conf`	Adversarial Attacks on Coarse-to-Fine Classifiers. ICASSP Ismail R. Alkhouri, George K. Atia
2021	—	`conf`	Adversarial Attacks on Multi-Level Fault Detection and Diagnosis Systems. MLSP Akram S. Awad, Ismail R. Alkhouri, George K. Atia
2021	—	`conf`	Adversarial Perturbation Attacks on Nested Dichotomies Classification Systems. MLSP Ismail R. Alkhouri, Alvaro Velasquez, George K. Atia
2021	J	`jnl`	BOSS: Bidirectional One-Shot Synthesis of Adversarial Examples. CoRR Ismail Alkhouri, Alvaro Velasquez, George K. Atia
2021	J	`jnl`	Controller Synthesis for Omega-Regular and Steady-State Specifications. CoRR Alvaro Velasquez, Ashutosh Trivedi, Ismail Alkhouri, Andre Beckus, George K. Atia
2021	A*	`conf`	Dynamic Automaton-Guided Reward Shaping for Monte Carlo Tree Search. AAAI Alvaro Velasquez, Brett Bissey, Lior Barak, Andre Beckus, Ismail Alkhouri, Daniel Melcer, George K. Atia
2021	J	`jnl`	Learning Probabilistic Reward Machines from Non-Markovian Stochastic Reward Processes. CoRR Alvaro Velasquez, Andre Beckus, Taylor Dohmen, Ashutosh Trivedi, Noah Topper, George K. Atia
2021	J	`jnl`	Non-local Patch-based Low-rank Tensor Ring Completion for Visual Data. CoRR Yicong He, George K. Atia
2021	J	`jnl`	Robust M-estimation-based Tensor Ring Completion: a Half-quadratic Minimization Approach. CoRR Yicong He, George K. Atia
2021	—	`conf`	Scalable Community Detection in the Degree-Corrected Stochastic Block Model. MLSP Yicong He, Andre Beckus, George K. Atia
2021	B	`conf`	Sparse Recovery Guarantees of Periodic Signals with Nested Periodic Dictionaries. ITW Pouria Saidi, George K. Atia
2021	J	`jnl`	Steady-State Planning in Expected Reward Multichain MDPs. J. Artif. Intell. Res. George K. Atia, Andre Beckus, Ismail Alkhouri, Alvaro Velasquez
2021	J	`jnl`	Support Recovery Guarantees for Periodic Signals with Nested Periodic Dictionaries. CoRR Pouria Saidi, George K. Atia
2021	B	`conf`	Targeted Attacks in Hierarchical Settings via Convex Programming. IJCNN Ismail R. Alkhouri, George K. Atia
2020	—	`conf`	A Minimax Approach to Perturbation Attacks on Hierarchical Image Classifiers. MWSCAS Ismail Alkhouri, Zaid Matloub, George K. Atia, Wasfy Mikhael
2020	J	`jnl`	A Multi-criteria Approach for Fast and Outlier-aware Representative Selection from Manifolds. CoRR Mahlagha Sedghi, George K. Atia, Michael Georgiopoulos
2020	—	`conf`	Adversarial Attacks on Hierarchical Composite Classifiers VIA Convex Programming. MLSP Ismail Alkhouri, George K. Atia
2020	C	`conf`	Adversarial Perturbation Attacks on GLRT-Based Detectors. ISCAS Ismail Alkhouri, George K. Atia, Wasfy Mikhael
2020	Misc	`conf`	Improved Block-Sparse Recovery Bound Using Cumulative Block Coherence. ACSSC Pouria Saidi, George K. Atia, Azadeh Vosoughi
2020	Misc	`conf`	Non-linear Manifold Clustering based on Conformity Index. ACSSC Mahlagha Sedghi, George K. Atia, Michael Georgiopoulos
2020	J	`jnl`	Robust Low-tubal-rank Tensor Completion based on Tensor Factorization and Maximum Correntopy Criterion. CoRR Yicong He, George K. Atia
2020	B	`conf`	Scalable Direction-Search-Based Approach to Subspace Clustering. ICPR Yicong He, George K. Atia
2020	J	`jnl`	Scalable and Robust Community Detection With Randomized Sketching. IEEE Trans. Signal Process. Mostafa Rahmani, Andre Beckus, Adel Karimian, George K. Atia
2020	B	`conf`	Sketch-based Community Detection via Representative Node Sampling. ICPR Mahlagha Sedghi, Andre Beckus, George K. Atia
2020	J	`jnl`	Sketch-based community detection in evolving networks. CoRR Andre Beckus, George K. Atia
2020	A*	`conf`	Steady-State Policy Synthesis in Multichain Markov Decision Processes. IJCAI George K. Atia, Andre Beckus, Ismail Alkhouri, Alvaro Velasquez
2020	J	`jnl`	Verifiable Planning in Expected Reward Multichain MDPs. CoRR George K. Atia, Andre Beckus, Ismail Alkhouri, Alvaro Velasquez
2019	—	`conf`	A Sequential and Scalable Approach to Community Detection in Dynamic Graphs. Allerton Andre Beckus, George K. Atia
2019	—	`conf`	Low-Dimensional Decomposition of Manifolds in Presence of Outliers. MLSP Mahlagha Sedghi, George K. Atia, Michael Georgiopoulos
2019	J	`jnl`	Multi-Modal Non-Line-of-Sight Passive Imaging. IEEE Trans. Image Process. Andre Beckus, Alexandru Tamasan, George K. Atia
2019	J	`jnl`	Pinball attacks against Dynamic Channel assignment in wireless networks. Comput. Commun. Ahmed H. Anwar, Janiece Kelly, George K. Atia, Mina Guirguis
2019	J	`jnl`	Robust Manifold Learning via Conformity Pursuit. IEEE Signal Process. Lett. Mahlagha Sedghi, George K. Atia, Michael Georgiopoulos
2019	—	`conf`	Scalable Community Detection In The Heterogeneous Stochastic Block Model. MLSP Andre Beckus, George K. Atia
2019	J	`jnl`	Signal reconstruction from interferometric measurements under sensing constraints. Signal Process. Davood Mardani, George K. Atia, Ayman F. Abouraddy
2018	J	`jnl`	A Game-Theoretic Framework for the Virtual Machines Migration Timing Problem. CoRR Ahmed H. Anwar, George K. Atia, Mina Guirguis
2018	J	`jnl`	Adaptive topologies against jamming attacks in wireless networks: A game-theoretic approach. J. Netw. Comput. Appl. Ahmed H. Anwar, George K. Atia, Mina Guirguis
2018	Misc	`conf`	Data Dropout in Arbitrary Basis for Deep Network Regularization. ACSSC Mostafa Rahmani, George K. Atia
2018	J	`jnl`	Hidden Quantum Processes, Quantum Ion Channels, and 1/ Neural Comput. Alan Paris, Azadeh Vosoughi, Stephen A. Berman, George K. Atia
2018	J	`jnl`	Interferometry-based modal analysis with finite aperture effects. CoRR Davood Mardani, Ayman F. Abouraddy, George K. Atia
2018	—	`conf`	It's Time to Migrate! A Game-Theoretic Framework for Protecting a Multi-Tenant Cloud against Collocation Attacks. IEEE CLOUD Ahmed H. Anwar, George K. Atia, Mina Guirguis
2018	Misc	`conf`	Kernel Coherence Pursuit: A Manifold Learning-based Outlier Detection Technique. ACSSC Mahlagha Sedghi, George K. Atia, Michael Georgiopoulos
2018	J	`jnl`	Low-Rank Matrix Recovery With Simultaneous Presence of Outliers and Sparse Corruption. IEEE J. Sel. Top. Signal Process. Mostafa Rahmani, George K. Atia
2018	J	`jnl`	Multi-modal Non-line-of-sight Passive Imaging. CoRR Andre Beckus, Alexandru Tamasan, George K. Atia
2018	Misc	`conf`	Periodicity Transforms For Multichannel and Multiclass Detection of Visual Evoked Potentials. ACSSC Pouria Saidi, George K. Atia, Azadeh Vosoughi
2018	J	`jnl`	Randomized Robust Matrix Completion for the Community Detection Problem. CoRR Mostafa Rahmani, Adel Karimian, Andre Beckus, George K. Atia
2018	Misc	`conf`	Randomized Robust matrix Completion for the Community Detection Problem. ACSSC Adel Karimian, Mostafa Rahmani, Andre Beckus, George K. Atia
2018	J	`jnl`	Rediscovering Deep Neural Networks in Finite-State Distributions. CoRR Amir Emad Marvasti, Ehsan Emad Marvasti, George K. Atia, Hassan Foroosh
2018	—	`conf`	Toward a Protected Cloud Against Side Channel Attacks: A Game-Theoretic Framework. Allerton Ahmed H. Anwar, George K. Atia, Mina Guirguis
2017	J	`jnl`	A Direction Search and Spectral Clustering Based Approach to Subspace Clustering. CoRR Mostafa Rahmani, George K. Atia
2017	J	`jnl`	A New Statistical Model of Electroencephalogram Noise Spectra for Real-Time Brain-Computer Interfaces. IEEE Trans. Biomed. Eng. Alan Paris, George K. Atia, Azadeh Vosoughi, Stephen A. Berman
2017	J	`jnl`	Coherence Pursuit: Fast, Simple, and Robust Principal Component Analysis. IEEE Trans. Signal Process. Mostafa Rahmani, George K. Atia
2017	A*	`conf`	Coherence Pursuit: Fast, Simple, and Robust Subspace Recovery. ICML Mostafa Rahmani, George K. Atia
2017	J	`jnl`	Compressive optical interferometry. CoRR Davood Mardani, H. Esat Kondakci, Lane Martin, Ayman F. Abouraddy, George K. Atia
2017	J	`jnl`	Data Dropout in Arbitrary Basis for Deep Network Regularization. CoRR Mostafa Rahmani, George K. Atia
2017	Misc	`conf`	Detection of Visual Evoked Potentials using Ramanujan Periodicity Transform for real time brain computer interfaces. ICASSP Pouria Saidi, George K. Atia, Azadeh Vosoughi
2017	—	`conf`	Dynamic game-theoretic defense approach against stealthy Jamming attacks in wireless networks. Allerton Ahmed H. Anwar, George K. Atia, Mina Guirguis
2017	B	`conf`	Exploiting probabilistic relationships between action concepts for complex event classification. ICIP Somayeh Keshavarz, Imran Saleemi, George K. Atia
2017	J	`jnl`	High Dimensional Low Rank Plus Sparse Matrix Decomposition. IEEE Trans. Signal Process. Mostafa Rahmani, George K. Atia
2017	Misc	`conf`	High dimensional decomposition of coherent/structured matrices via sequential column/row sampling. ICASSP Mostafa Rahmani, George K. Atia
2017	J	`jnl`	Innovation Pursuit: A New Approach to Subspace Clustering. IEEE Trans. Signal Process. Mostafa Rahmani, George K. Atia
2017	A*	`conf`	Innovation Pursuit: A New Approach to the Subspace Clustering Problem. ICML Mostafa Rahmani, George K. Atia
2017	J	`jnl`	Low Rank Matrix Recovery with Simultaneous Presence of Outliers and Sparse Corruption. CoRR Mostafa Rahmani, George K. Atia
2017	Misc	`conf`	On robust detection of brain stimuli with Ramanujan Periodicity Transforms. ACSSC Pouria Saidi, George K. Atia, Azadeh Vosoughi
2017	Misc	`conf`	On sparse recovery with Structured Noise under sensing constraints. CISS Davood Mardani, George K. Atia
2017	J	`jnl`	Randomized Robust Subspace Recovery and Outlier Detection for High Dimensional Data Matrices. IEEE Trans. Signal Process. Mostafa Rahmani, George K. Atia
2017	—	`conf`	Robust PCA with concurrent column and element-wise outliers. Allerton Mostafa Rahmani, George K. Atia
2017	—	`conf`	Robust and Scalable Column/Row Sampling from Corrupted Big Data. ICCV Workshops Mostafa Rahmani, George K. Atia
2017	J	`jnl`	Signal Reconstruction from Interferometric Measurements under Sensing Constraints. CoRR Davood Mardani, George K. Atia, Ayman F. Abouraddy
2017	J	`jnl`	Sparse Signal Processing With Linear and Nonlinear Observations: A Unified Shannon-Theoretic Approach. IEEE Trans. Inf. Theory Cem Aksoylar, George K. Atia, Venkatesh Saligrama
2017	J	`jnl`	Spatial Random Sampling: A Structure-Preserving Data Sketching Tool. CoRR Mostafa Rahmani, George K. Atia
2017	J	`jnl`	Spatial Random Sampling: A Structure-Preserving Data Sketching Tool. IEEE Signal Process. Lett. Mostafa Rahmani, George K. Atia
2017	J	`jnl`	Subspace Clustering via Optimal Direction Search. IEEE Signal Process. Lett. Mostafa Rahmani, George K. Atia
2016	A*	`conf`	A Subspace Learning Approach for High Dimensional Matrix Decomposition with Efficient Column/Row Sampling. ICML Mostafa Rahmani, George K. Atia
2016	—	`conf`	A subspace method for array covariance matrix estimation. SAM Mostafa Rahmani, George K. Atia
2016	J	`jnl`	Coherence Pursuit: Fast, Simple, and Robust Principal Component Analysis. CoRR Mostafa Rahmani, George K. Atia
2016	—	`conf`	Face recognition using the principal components of the scatter matrix in the frequency domain. MWSCAS Taif Alobaidi, George K. Atia, Wasfy B. Mikhael
2016	—	`conf`	Game theoretic defense approach to wireless networks against stealthy decoy attacks. Allerton Ahmed H. Anwar, George K. Atia, Mina Guirguis
2016	—	`conf`	In pursuit of novelty: A decentralized approach to subspace clustering. Allerton Mostafa Rahmani, George K. Atia
2016	—	`conf`	Optimal causal filtering for 1 /f EMBC Alan Paris, George K. Atia, Azadeh Vosoughi, Stephen A. Berman
2016	—	`conf`	Pinball attacks: Exploiting channel allocation in wireless networks. ICC Janiece Kelly, Mina Guirguis, George K. Atia
2016	J	`jnl`	Robust and Scalable Column/Row Sampling from Corrupted Big Data. CoRR Mostafa Rahmani, George K. Atia
2016	—	`conf`	Scalable and robust PCA approach with random column/row sampling. GlobalSIP Mostafa Rahmani, George K. Atia
2016	—	`conf`	Sparse reconstruction under sensing constraints: A controlled approach. Allerton Davood Mardani, George K. Atia, Ayman F. Abouraddy
2016	J	`jnl`	Sparsity-Based Error Detection in DC Power Flow State Estimation. CoRR M. Hadi Amini, Mostafa Rahmani, Kianoosh G. Boroojeni, George K. Atia, S. S. Iyengar, Orkun Karabasoglu
2016	—	`conf`	Sparsity-based error detection in DC power flow state estimation. EIT M. Hadi Amini, Mostafa Rahmani, Kianoosh G. Boroojeni, George K. Atia, S. Sitharama Iyengar, Orkun Karabasoglu
2015	—	`conf`	A decentralized approach to robust subspace recovery. Allerton Mostafa Rahmani, George K. Atia
2015	—	`conf`	Analysis of randomized robust PCA for high dimensional data. SP/SPE Mostafa Rahmani, George K. Atia
2015	J	`jnl`	Change Detection with Compressive Measurements. IEEE Signal Process. Lett. George K. Atia
2015	J	`jnl`	Correction to "Boolean Compressed Sensing and Noisy Group Testing". IEEE Trans. Inf. Theory George K. Atia, Venkatesh Saligrama, Cem Aksoylar
2015	—	`conf`	Facial recognition employing Transform Domain Mutual Principal Component Analysis. MWSCAS Ramy C. G. Chehata, Wasfy B. Mikhael, George K. Atia
2015	J	`jnl`	High Dimensional Low Rank plus Sparse Matrix Decomposition. CoRR Mostafa Rahmani, George K. Atia
2015	—	`conf`	High Performance and Efficient Facial Recognition Using Norm of ICA/Multiwavelet Features. ISVC (2) Ahmed Aldhahab, George K. Atia, Wasfy B. Mikhael
2015	J	`jnl`	Innovation Pursuit: A New Approach to Subspace Clustering. CoRR Mostafa Rahmani, George K. Atia
2015	—	`conf`	Motor imagery classification using multiresolution analysis and sparse representation of EEG signals. GlobalSIP Pouria Saidi, George K. Atia, Alan Paris, Azadeh Vosoughi
2015	J	`jnl`	Randomized Robust Subspace Recovery for High Dimensional Data Matrices. CoRR Mostafa Rahmani, George K. Atia
2015	—	`conf`	Randomized robust subspace recovery for big data. MLSP Mostafa Rahmani, George K. Atia
2015	Misc	`conf`	Randomized subspace learning approach for high dimensional low rank plus sparse matrix decomposition. ACSSC Mostafa Rahmani, George K. Atia
2015	—	`conf`	Stealthy edge decoy attacks against dynamic channel assignment in wireless networks. MILCOM Ahmed H. Anwar, Janiece Kelly, George K. Atia, Mina Guirguis
2015	—	`conf`	Supervised facial recognition based on eigenanalysis of multiresolution and independent features. MWSCAS Ahmed Aldhahab, George K. Atia, Wasfy B. Mikhael
2014	J	`jnl`	A Controlled Sensing Approach to Graph Classification. IEEE Trans. Signal Process. Jonathan G. Ligo, George K. Atia, Venugopal V. Veeravalli
2014	J	`jnl`	A Subspace Method for Array Covariance Matrix Estimation. CoRR Mostafa Rahmani, George K. Atia
2014	—	`conf`	A Transform Domain Modular approach for facial recognition using different representations and windowing techniques. MWSCAS Ramy C. G. Chehata, Wasfy B. Mikhael, George K. Atia
2014	—	`conf`	A unifying approach for the identification of application-driven stealthy attacks on mobile CPS. Allerton Vu Nguyen, Mina Guirguis, George K. Atia
2014	Misc	`conf`	Adaptive sequential compressive detection. ACSSC Davood Mardani, George K. Atia
2014	J	`jnl`	Change Detection with Compressive Measurements. CoRR George K. Atia
2014	Misc	`conf`	Compressed Change Detection. ICASSP Omid Sarayanibafghi, George K. Atia
2014	Misc	`conf`	Compressed change detection for structural health monitoring. ACSSC Omid Sarayanibafghi, George K. Atia, Masoud Malekzadeh, F. Necati Catbas
2014	J	`jnl`	Strong Impossibility Results for Sparse Signal Processing. IEEE Signal Process. Lett. Vincent Y. F. Tan, George K. Atia
2014	Misc	`conf`	Strong impossibility results for noisy group testing. ICASSP Vincent Y. F. Tan, George K. Atia
2014	—	`conf`	Supervised facial recognition based on multi-resolution analysis and feature alignment. MWSCAS Ahmed Aldhahab, George K. Atia, Wasfy B. Mikhael
2014	Misc	`conf`	Supervised facial recognition based on multiresolution analysis with radon transform. ACSSC Ahmed Aldhahab, George K. Atia, Wasfy B. Mikhael
2014	Misc	`conf`	Whitening 1/f-type noise in electroencephalogram signals for steady-state visual evoked potential brain-computer interfaces. ACSSC Alan Paris, Azadeh Vosoughi, George K. Atia
2013	Misc	`conf`	A controlled sensing approach to graph classification. ICASSP Jonathan G. Ligo, George K. Atia, Venugopal V. Veeravalli
2013	—	`conf`	Asymptotic optimality results for controlled sequential estimation. Allerton George K. Atia, Shuchin Aeron
2013	Misc	`conf`	Compressive sensing bounds through a unifying framework for sparse models. ICASSP Cem Aksoylar, George K. Atia, Venkatesh Saligrama
2013	J	`jnl`	Controlled Sensing for Multihypothesis Testing. IEEE Trans. Autom. Control. Sirin Nitinawarat, George K. Atia, Venugopal V. Veeravalli
2013	—	`conf`	Controlled sensing for sequential estimation. GlobalSIP George K. Atia, Shuchin Aeron
2013	J	`jnl`	Sparse Signal Processing with Linear and Non-Linear Observations: A Unified Shannon Theoretic Approach CoRR Cem Aksoylar, George K. Atia, Venkatesh Saligrama
2013	B	`conf`	Sparse signal processing with linear and non-linear observations: A unified shannon theoretic approach. ITW Cem Aksoylar, George K. Atia, Venkatesh Saligrama
2013	—	`conf`	Stuck in Traffic (SiT) Attacks: A Framework for Identifying Stealthy Attacks That Cause Traffic Congestion. VTC Spring Mina Guirguis, George K. Atia
2012	J	`jnl`	Boolean Compressed Sensing and Noisy Group Testing. IEEE Trans. Inf. Theory George K. Atia, Venkatesh Saligrama
2012	J	`jnl`	Controlled Sensing for Multihypothesis Testing CoRR Sirin Nitinawarat, George K. Atia, Venugopal V. Veeravalli
2012	Misc	`conf`	Controlled sensing for hypothesis testing. ICASSP Sirin Nitinawarat, George K. Atia, Venugopal V. Veeravalli
2012	B	`conf`	Controlled sensing for sequential multihypothesis testing. ISIT George K. Atia, Venugopal V. Veeravalli
2012	—	`conf`	Sample complexity of salient feature identification for sparse signal processing. SSP Cem Aksoylar, George K. Atia, Venkatesh Saligrama
2012	J	`jnl`	Stuck in Traffic (SiT) Attacks: A Framework for Identifying Stealthy Attacks that Cause Traffic Congestion CoRR Mina Guirguis, George K. Atia
2011	J	`jnl`	An information-theoretic framework for field monitoring using autonomously mobile sensors. Ad Hoc Networks Hany Morcos, George K. Atia, Azer Bestavros, Ibrahim Matta
2011	—	`conf`	Efficient target tracking using mobile sensors. CAMSAP Sirin Nitinawarat, George K. Atia, Venugopal V. Veeravalli
2011	J	`jnl`	Sensor Scheduling for Energy-Efficient Target Tracking in Sensor Networks. IEEE Trans. Signal Process. George K. Atia, Venugopal V. Veeravalli, Jason A. Fuemmeler
2011	Misc	`conf`	Sensor scheduling for energy-efficient tracking in cluttered environments. ITA George K. Atia, Venugopal V. Veeravalli
2011	J	`jnl`	Sleep Control for Tracking in Sensor Networks. IEEE Trans. Signal Process. Jason A. Fuemmeler, George K. Atia, Venugopal V. Veeravalli
2010	J	`jnl`	Sensor Management for Tracking in Sensor Networks CoRR Jason A. Fuemmeler, George K. Atia, Venugopal V. Veeravalli
2010	J	`jnl`	Sensor Scheduling for Energy-Efficient Target Tracking in Sensor Networks CoRR George K. Atia, Venugopal V. Veeravalli, Jason A. Fuemmeler
2009	J	`jnl`	A technical framework for light- handed regulation of cognitive radios. IEEE Commun. Mag. Anant Sahai, Kristen Ann Woyach, George K. Atia, Venkatesh Saligrama
2009	J	`jnl`	Boolean Compressed Sensing and Noisy Group Testing CoRR George K. Atia, Venkatesh Saligrama
2009	—	`conf`	Noisy group testing: An information theoretic perspective. Allerton George K. Atia, Venkatesh Saligrama
2008	B	`conf`	An Information Theoretic Framework for Field Monitoring Using Autonomously Mobile Sensors. DCOSS Hany Morcos, George K. Atia, Azer Bestavros, Ibrahim Matta
2008	—	`conf`	Codes to unmask spectrum violators in cognitive radio systems. ACSCC George K. Atia, Venkatesh Saligrama, Anant Sahai
2008	B	`conf`	Cooperative Relaying with Imperfect Channel State Information. GLOBECOM George K. Atia, Andreas F. Molisch
2008	—	`conf`	Crime and Punishment for Cognitive Radios. Allerton Kristen Ann Woyach, Anant Sahai, George K. Atia, Venkatesh Saligrama
2008	—	`conf`	On Throughput Maximization and Interference Avoidance in Cognitive Radios. CCNC George K. Atia, Shuchin Aeron, Erhan Baki Ermis, Venkatesh Saligrama
2007	J	`jnl`	On Optimal Outage in Relay Channels With General Fading Distributions. IEEE Trans. Inf. Theory George K. Atia, Masoud Sharif, Venkatesh Saligrama
2006	B	`conf`	Effect of Geometry on the Diversity-Multiplexing Tradeoff in Relay Channels. GLOBECOM George K. Atia, Masoud Sharif, Venkatesh Saligrama