José M. F. Moura

555 papers A* 21A 8B 18C 8Misc 111Journal 266Unranked 121

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	The Powers of Precision: Structure-Informed Detection in Complex Systems - From Customer Churn to Seizure Onset. CoRR Augusto Santos, Teresa Santos, Catarina Rodrigues, José M. F. Moura
2025	J	`jnl`	BRIDGES: Bridging Graph Modality and Large Language Models within EDA Tasks. CoRR Wei Li, Yang Zou, Christopher Ellis, Ruben Purdy, R. D. (Shawn) Blanton, José M. F. Moura
2025	J	`jnl`	DEFT: Differentiable Automatic Test Pattern Generation. CoRR Wei Li, Yan Zou, Yixin Liang, José M. F. Moura, Ronald Shawn Blanton
2025	A	`conf`	FedBaF: Federated Learning Aggregation Biased by a Foundation Model. AISTATS Jong-Ik Park, Srinivasa Pranav, José M. F. Moura, Carlee Joe-Wong
2025	J	`jnl`	Forecasting Graph-Based Time-Dependent Data with Graph Sequence Attention. ACM Trans. Knowl. Discov. Data Yang Li, Di Wang, José M. F. Moura
2025	J	`jnl`	GLUE: Gradient-free Learning to Unify Experts. CoRR Jong-Ik Park, Shreyas Chaudhari, Srinivasa Pranav, Carlee Joe-Wong, José M. F. Moura
2025	—	`conf`	GradNetOT: Learning Optimal Transport Maps with GradNets. CAMSAP Shreyas Chaudhari, Srinivasa Pranav, José M. F. Moura
2025	J	`jnl`	GradNetOT: Learning Optimal Transport Maps with GradNets. CoRR Shreyas Chaudhari, Srinivasa Pranav, José M. F. Moura
2025	J	`jnl`	Gradient Networks. IEEE Trans. Signal Process. Shreyas Chaudhari, Srinivasa Pranav, José M. F. Moura
2025	J	`jnl`	Inferring the Graph Structure of Images for Graph Neural Networks. CoRR Mayur S. Gowda, John Shi, Augusto Santos, José M. F. Moura
2025	—	`conf`	Kalman Bayesian Transformer. CDC Haoming Jing, Oren Wright, José M. F. Moura, Yorie Nakahira
2025	J	`jnl`	Kalman Bayesian Transformer. CoRR Haoming Jing, Oren Wright, José M. F. Moura, Yorie Nakahira
2025	J	`jnl`	Lessons From Two Roundtables on Artificial Intelligence and Signal Processing Education: Addressing the emergence of a new era and a new discipline [Special Issue on Artificial Intelligence for Education: A Signal Processing Perspective]. IEEE Signal Process. Mag. Andres Kwasinski, Marios S. Pattichis, Alan Bovik, Edward J. Delp, Aggelos K. Katsaggelos, Anna Scaglione, Sharon Gannot, Andreas Spanias, Gene Cheung, Martin Haardt, José M. F. Moura
2025	Misc	`conf`	Peer-to-Peer Learning Dynamics of Wide Neural Networks. ICASSP Shreyas Chaudhari, Srinivasa Pranav, Emile Anand, José M. F. Moura
2025	J	`jnl`	ReLU Networks as Random Functions: Their Distribution in Probability Space. CoRR Shreyas Chaudhari, José M. F. Moura
2024	A	`conf`	An Analytic Solution to Covariance Propagation in Neural Networks. AISTATS Oren Wright, Yorie Nakahira, José M. F. Moura
2024	J	`jnl`	An Analytic Solution to Covariance Propagation in Neural Networks. CoRR Oren Wright, Yorie Nakahira, José M. F. Moura
2024	J	`jnl`	FedBaF: Federated Learning Aggregation Biased by a Foundation Model. CoRR Jong-Ik Park, Srinivasa Pranav, José M. F. Moura, Carlee Joe-Wong
2024	J	`jnl`	Gradient Networks. CoRR Shreyas Chaudhari, Srinivasa Pranav, José M. F. Moura
2024	Misc	`conf`	Graph Convolutional Neural Networks In The Companion Model. ICASSP John Shi, Shreyas Chaudhari, José M. F. Moura
2024	—	`conf`	Graph Signal Processing: Frequency Analysis for Similar Matrices. IEEECONF John Shi, José M. F. Moura
2024	Misc	`conf`	Graph Signal Processing: The 2D Companion Model. ICASSP John Shi, José M. F. Moura
2024	—	`conf`	Graph Signal Representations. IEEECONF John Shi, José M. F. Moura
2024	Misc	`conf`	Inferring the Graph of Networked Dynamical Systems under Partial Observability and Spatially Colored Noise. ICASSP Augusto Santos, Diogo Rente, Rui Seabra, José M. F. Moura
2024	J	`jnl`	Is Pontryagin's Maximum Principle all you need? Solving optimal control problems with PMP-inspired neural networks. CoRR Kawisorn Kamtue, José M. F. Moura, Orathai Sangpetch
2024	A*	`conf`	Learning the Causal Structure of Networked Dynamical Systems under Latent Nodes and Structured Noise. AAAI Augusto Santos, Diogo Rente, Rui Seabra, José M. F. Moura
2024	Misc	`conf`	PHYOT: Physics-Informed Object Tracking in Surveillance Cameras. ICASSP Kawisorn Kamtue, José M. F. Moura, Orathai Sangpetch, Paulo Garcia
2024	—	`conf`	Peer-to-Peer Deep Learning for Beyond-5G IoT. IEEECONF Srinivasa Pranav, José M. F. Moura
2024	J	`jnl`	Peer-to-Peer Learning Dynamics of Wide Neural Networks. CoRR Shreyas Chaudhari, Srinivasa Pranav, Emile Anand, José M. F. Moura
2024	—	`conf`	Sampling in the Graph Signal Processing Companion Model. SAM John Shi, José M. F. Moura
2024	J	`jnl`	Signal Processing at 75: More Dynamic and Pervasive Than Ever [Perspectives]. IEEE Signal Process. Mag. José M. F. Moura
2023	—	`conf`	Characterize the ability of GNNs in attacking logic locking. MLCAD Wei Li, Ruben Purdy, José M. F. Moura, R. D. Shawn Blanton
2023	J	`jnl`	Empowering the Growth of Signal Processing: The evolution of the IEEE Signal Processing Society. IEEE Signal Process. Mag. Athina P. Petropulu, José M. F. Moura, Rabab Kreidieh Ward, Theresa Argiropoulos
2023	Misc	`conf`	Extending DSP to Graph Signal Processing: The Companion Approach. ACSSC John Shi, José M. F. Moura
2023	A*	`conf`	Forecasting COVID-19 Dynamics: Clustering, Generalized Spatiotemporal Attention, and Impacts of Mobility and Geographic Proximity. ICDE Tong Shen, Yang Li, José M. F. Moura
2023	A*	`conf`	Global Floorplanning via Semidefinite Programming. DAC Wei Li, Fangzhou Wang, José M. F. Moura, R. D. (Shawn) Blanton
2023	Misc	`conf`	Graph Classification via Simple Graph Based Features. ACSSC Farida Abdelmoneum, John Shi, José M. F. Moura
2023	J	`jnl`	Inferring the Graph of Networked Dynamical Systems under Partial Observability and Spatially Colored Noise. CoRR Augusto Santos, Diogo Rente, Rui Seabra, José M. F. Moura
2023	Misc	`conf`	Knowledge Distillation by Compressive Sampling. ACSSC Shreyas Chaudhari, José M. F. Moura
2023	Misc	`conf`	Learning Gradients of Convex Functions with Monotone Gradient Networks. ICASSP Shreyas Chaudhari, Srinivasa Pranav, José M. F. Moura
2023	J	`jnl`	Learning Gradients of Convex Functions with Monotone Gradient Networks. CoRR Shreyas Chaudhari, Srinivasa Pranav, José M. F. Moura
2023	J	`jnl`	Learning the Causal Structure of Networked Dynamical Systems under Latent Nodes and Structured Noise. CoRR Augusto Santos, Diogo Rente, Rui Seabra, José M. F. Moura
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`	Peer-to-Peer Deep Learning for Beyond-5G IoT. CoRR Srinivasa Pranav, José M. F. Moura
2023	J	`jnl`	Peer-to-Peer Learning + Consensus with Non-IID Data. CoRR Srinivasa Pranav, José M. F. Moura
2023	Misc	`conf`	Peer-to-Peer Learning+Consensus with Non-IID Data. ACSSC Srinivasa Pranav, José M. F. Moura
2023	J	`jnl`	PhyOT: Physics-informed object tracking in surveillance cameras. CoRR Kawisorn Kamtue, José M. F. Moura, Orathai Sangpetch, Paulo Garcia
2023	A*	`conf`	Recovering the Graph Underlying Networked Dynamical Systems under Partial Observability: A Deep Learning Approach. AAAI Sergio Machado, Anirudh Sridhar, Paulo Gil, Jorge Henriques, José M. F. Moura, Augusto Santos
2023	J	`jnl`	Regularizing Self-training for Unsupervised Domain Adaptation via Structural Constraints. CoRR Rajshekhar Das, Jonathan Francis, Sanket Vaibhav Mehta, Jean Oh, Emma Strubell, José M. F. Moura
2022	—	`conf`	Deep Beamforming for Joint Direction of Arrival Estimation and Source Detection. IEEECONF Shreyas Chaudhari, José M. F. Moura
2022	—	`conf`	From DSP to GSP: Sampling in Both Domains. IEEECONF John Shi, José M. F. Moura
2022	J	`jnl`	Graph Signal Processing: Dualizing GSP Sampling in the Vertex and Spectral Domains. IEEE Trans. Signal Process. John Shi, José M. F. Moura
2022	J	`jnl`	Networked Signal and Information Processing. CoRR Stefan Vlaski, Soummya Kar, Ali H. Sayed, José M. F. Moura
2022	J	`jnl`	Recovering the Graph Underlying Networked Dynamical Systems under Partial Observability: A Deep Learning Approach. CoRR Sergio Machado, Anirudh Sridhar, Paulo Gil, Jorge Henriques, José M. F. Moura, Augusto Santos
2021	A*	`conf`	Annotation-Efficient Untrimmed Video Action Recognition. ACM Multimedia Yixiong Zou, Shanghang Zhang, Guangyao Chen, Yonghong Tian, Kurt Keutzer, José M. F. Moura
2021	—	`conf`	Automated, Scalable and Generalizable Deep Learning for Tracking Cortical Spreading Depression Using EEG. NER Alireza Chamanzar, Xujin Liu, Lavender Yao Jiang, Kimon-Aristotelis Vogt, José M. F. Moura, Pulkit Grover
2021	J	`jnl`	GSA-Forecaster: Forecasting Graph-Based Time-Dependent Data with Graph Sequence Attention. CoRR Yang Li, Di Wang, José M. F. Moura
2021	—	`conf`	Graph Classification: Tradeoffs between Deep Neural Network Architecture and Graph Topology. ACSCC Mark Cheung, José M. F. Moura
2021	J	`jnl`	In Remembrance of Peter Schultheiss [In Memoriam]. IEEE Signal Process. Mag. Hagit Messer, Arye Nehorai, Jeffrey L. Krolik, José M. F. Moura, Al Hero, Joseph Tabrikian
2021	A*	`conf`	On the Importance of Distractors for Few-Shot Classification. ICCV Rajshekhar Das, Yu-Xiong Wang, José M. F. Moura
2021	J	`jnl`	On the Importance of Distractors for Few-Shot Classification. CoRR Rajshekhar Das, Yu-Xiong Wang, José M. F. Moura
2021	A*	`conf`	Revisiting Mid-Level Patterns for Cross-Domain Few-Shot Recognition. ACM Multimedia Yixiong Zou, Shanghang Zhang, Jianpeng Yu, Yonghong Tian, José M. F. Moura
2021	J	`jnl`	Shuffler: A Large Scale Data Management Tool for ML in Computer Vision. CoRR Evgeny Toropov, Paola A. Buitrago, José M. F. Moura
2021	Misc	`conf`	Unsupervised Clustering of Time Series Signals Using Neuromorphic Energy-Efficient Temporal Neural Networks. ICASSP Shreyas Chaudhari, Harideep Nair, José M. F. Moura, John Paul Shen
2021	J	`jnl`	Unsupervised Clustering of Time Series Signals using Neuromorphic Energy-Efficient Temporal Neural Networks. CoRR Shreyas Chaudhari, Harideep Nair, José M. F. Moura, John Paul Shen
2021	—	`conf`	Using Sparse Spectral Shifts in Graph CNNs. ACSCC Austin Lin, Wendy Summer, John Shi, Mark Cheung, José M. F. Moura
2020	Misc	`conf`	A Dual Approach to Graph CNNs. ACSSC John Shi, Mark Cheung, Wendy Summer, José M. F. Moura
2020	J	`jnl`	Annotation-Efficient Untrimmed Video Action Recognition. CoRR Yixiong Zou, Shanghang Zhang, Guangyao Chen, Yonghong Tian, Kurt Keutzer, José M. F. Moura
2020	A*	`conf`	Compositional Few-Shot Recognition with Primitive Discovery and Enhancing. ACM Multimedia Yixiong Zou, Shanghang Zhang, Ke Chen, Yonghong Tian, Yaowei Wang, José M. F. Moura
2020	J	`jnl`	Compositional Few-Shot Recognition with Primitive Discovery and Enhancing. CoRR Yixiong Zou, Shanghang Zhang, Ke Chen, José M. F. Moura, Yaowei Wang, Yonghong Tian
2020	Misc	`conf`	Edge Entropy as an Indicator of the Effectiveness of GNNs over CNNs for Node Classification. ACSSC Lavender Yao Jiang, John Shi, Mark Cheung, Oren Wright, José M. F. Moura
2020	J	`jnl`	Edge Entropy as an Indicator of the Effectiveness of GNNs over CNNs for Node Classification. CoRR Lavender Yao Jiang, John Shi, Mark Cheung, Oren Wright, José M. F. Moura
2020	A*	`conf`	Evaluating and Aggregating Feature-based Model Explanations. IJCAI Umang Bhatt, Adrian Weller, José M. F. Moura
2020	J	`jnl`	Evaluating and Aggregating Feature-based Model Explanations. CoRR Umang Bhatt, Adrian Weller, José M. F. Moura
2020	—	`conf`	Explainable machine learning in deployment. FAT* Umang Bhatt, Alice Xiang, Shubham Sharma, Adrian Weller, Ankur Taly, Yunhan Jia, Joydeep Ghosh, Ruchir Puri, José M. F. Moura, Peter Eckersley
2020	Misc	`conf`	Finite-Time In-Network Computation of Linear Transforms. ACSSC Soummya Kar, Markus Püschel, José M. F. Moura
2020	A	`conf`	Forecaster: A Graph Transformer for Forecasting Spatial and Time-Dependent Data. ECAI Yang Li, José M. F. Moura
2020	J	`jnl`	Graph Fourier Transform: A Stable Approximation. IEEE Trans. Signal Process. João Domingos, José M. F. Moura
2020	—	`conf`	Graph Neural Networks for COVID-19 Drug Discovery. IEEE BigData Mark Cheung, José M. F. Moura
2020	J	`jnl`	Graph Signal Processing and Deep Learning: Convolution, Pooling, and Topology. IEEE Signal Process. Mag. Mark Cheung, John Shi, Oren Wright, Lavender Yao Jiang, Xujin Liu, José M. F. Moura
2020	J	`jnl`	Graph Signal Processing: Foundations and Emerging Directions [From the Guest Editors]. IEEE Signal Process. Mag. Antonio G. Marques, Negar Kiyavash, José M. F. Moura, Dimitri Van De Ville, Rebecca Willett
2020	Misc	`conf`	On Network Science and Mutual Information for Explaining Deep Neural Networks. ICASSP Brian Davis, Umang Bhatt, Kartikeya Bhardwaj, Radu Marculescu, José M. F. Moura
2020	J	`jnl`	Pooling in Graph Convolutional Neural Networks. CoRR Mark Cheung, John Shi, Lavender Yao Jiang, Oren Wright, José M. F. Moura
2020	J	`jnl`	Primal-Dual Methods for Large-Scale and Distributed Convex Optimization and Data Analytics. Proc. IEEE Dusan Jakovetic, Dragana Bajovic, João Xavier, José M. F. Moura
2020	J	`jnl`	Resilient Distributed Field Estimation. SIAM J. Control. Optim. Yuan Chen, Soummya Kar, José M. F. Moura
2020	Misc	`conf`	Resilient Distributed Recovery of Large Fields. ICASSP Yuan Chen, Soummya Kar, José M. F. Moura
2020	J	`jnl`	Revisiting Mid-Level Patterns for Distant-Domain Few-Shot Recognition. CoRR Yixiong Zou, Shanghang Zhang, José M. F. Moura, Jianpeng Yu, Yonghong Tian
2019	—	`conf`	Annealing for Distributed Global Optimization. CDC Brian Swenson, Soummya Kar, H. Vincent Poor, José M. F. Moura
2019	A*	`conf`	Building Human-Machine Trust via Interpretability. AAAI Umang Bhatt, Pradeep Ravikumar, José M. F. Moura
2019	—	`conf`	CLEVR-Dialog: A Diagnostic Dataset for Multi-Round Reasoning in Visual Dialog. NAACL-HLT (1) Satwik Kottur, José M. F. Moura, Devi Parikh, Dhruv Batra, Marcus Rohrbach
2019	J	`jnl`	CLEVR-Dialog: A Diagnostic Dataset for Multi-Round Reasoning in Visual Dialog. CoRR Satwik Kottur, José M. F. Moura, Devi Parikh, Dhruv Batra, Marcus Rohrbach
2019	J	`jnl`	Detecting Random Walks on Graphs With Heterogeneous Sensors. IEEE Trans. Inf. Theory Dragana Bajovic, José M. F. Moura, Dejan Vukobratovic
2019	—	`conf`	Diagnostic Model Explanations: A Medical Narrative. AAAI Spring Symposium: Interpretable AI for Well-being Umang Bhatt, Brian Davis, José M. F. Moura
2019	—	`conf`	Distributed Global Optimization by Annealing. CAMSAP Brian Swenson, Soummya Kar, H. Vincent Poor, José M. F. Moura
2019	J	`jnl`	Distributed Global Optimization by Annealing. CoRR Brian Swenson, Soummya Kar, H. Vincent Poor, José M. F. Moura
2019	J	`jnl`	Explainable Machine Learning in Deployment. CoRR Umang Bhatt, Alice Xiang, Shubham Sharma, Adrian Weller, Ankur Taly, Yunhan Jia, Joydeep Ghosh, Ruchir Puri, José M. F. Moura, Peter Eckersley
2019	J	`jnl`	Forecaster: A Graph Transformer for Forecasting Spatial and Time-Dependent Data. CoRR Yang Li, José M. F. Moura
2019	—	`conf`	Invariance to Affine-Permutation Distortions. CVPR Workshops Liang-Yan Gui, David A. Sepiashvili, José M. F. Moura
2019	J	`jnl`	NIF: A Framework for Quantifying Neural Information Flow in Deep Networks. CoRR Brian Davis, Umang Bhatt, Kartikeya Bhardwaj, Radu Marculescu, José M. F. Moura
2019	Misc	`conf`	Pooling in Graph Convolutional Neural Networks. ACSSC Mark Cheung, John Shi, Lavender Yao Jiang, Oren Wright, José M. F. Moura
2019	J	`jnl`	Primal-dual optimization methods for large-scale and distributed data analytics. CoRR Dusan Jakovetic, Dragana Bajovic, João Xavier, José M. F. Moura
2019	J	`jnl`	Resilient Distributed Estimation: Sensor Attacks. IEEE Trans. Autom. Control. Yuan Chen, Soummya Kar, José M. F. Moura
2019	J	`jnl`	Resilient Distributed Parameter Estimation With Heterogeneous Data. IEEE Trans. Signal Process. Yuan Chen, Soummya Kar, José M. F. Moura
2019	J	`jnl`	Resilient Distributed Recovery of Large Fields. CoRR Yuan Chen, Soummya Kar, José M. F. Moura
2019	Misc	`conf`	Secure Analytics and Resilient Inference for the Internet of Things. ICASSP Yuan Chen, Soummya Kar, José M. F. Moura
2019	—	`conf`	Shuffler: A Large Scale Data Management Tool for Machine Learning in Computer Vision. PEARC Evgeny Toropov, Paola A. Buitrago, José M. F. Moura
2019	Misc	`conf`	Topics in Graph Signal Processing: Convolution and Modulation. ACSSC John Shi, José M. F. Moura
2019	J	`jnl`	Towards Aggregating Weighted Feature Attributions. CoRR Umang Bhatt, Pradeep Ravikumar, José M. F. Moura
2019	J	`jnl`	Visual Dialog. IEEE Trans. Pattern Anal. Mach. Intell. Abhishek Das, Satwik Kottur, Khushi Gupta, Avi Singh, Deshraj Yadav, Stefan Lee, José M. F. Moura, Devi Parikh, Dhruv Batra
2018	—	`conf`	A Deep Learning Approach to IoT Authentication. ICC Rajshekhar Das, Akshay Gadre, Shanghang Zhang, Swarun Kumar, José M. F. Moura
2018	—	`conf`	Adversarial Geometry-Aware Human Motion Prediction. ECCV (4) Liang-Yan Gui, Yu-Xiong Wang, Xiaodan Liang, José M. F. Moura
2018	A*	`conf`	Adversarial Multiple Source Domain Adaptation. NeurIPS Han Zhao, Shanghang Zhang, Guanhang Wu, José M. F. Moura, João Paulo Costeira, Geoffrey J. Gordon
2018	C	`conf`	Attack Resilient Distributed Estimation: A Consensus+Innovations Approach. ACC Yuan Chen, Soummya Kar, José M. F. Moura
2018	J	`jnl`	Cascading Edge Failures: A Dynamic Network Process. IEEE Trans. Netw. Sci. Eng. June Zhang, José M. F. Moura
2018	Misc	`conf`	Classification with Vertex-Based Graph Convolutional Neural Networks. ACSSC John Shi, Mark Cheung, Jian Du, José M. F. Moura
2018	J	`jnl`	Convergence Analysis of Belief Propagation on Gaussian Graphical Models. CoRR Jian Du, Shaodan Ma, Yik-Chung Wu, Soummya Kar, José M. F. Moura
2018	J	`jnl`	Cyber-Physical Attacks With Control Objectives. IEEE Trans. Autom. Control. Yuan Chen, Soummya Kar, José M. F. Moura
2018	J	`jnl`	Distributed Localization: A Linear Theory. Proc. IEEE Sam Safavi, Usman A. Khan, Soummya Kar, José M. F. Moura
2018	J	`jnl`	EigenNetworks. CoRR Jonathan Mei, José M. F. Moura
2018	A	`conf`	Factorized Convolutional Networks: Unsupervised Fine-Tuning for Image Clustering. WACV Liang-Yan Gui, Liangke Gui, Yu-Xiong Wang, Louis-Philippe Morency, José M. F. Moura
2018	—	`conf`	Few-Shot Human Motion Prediction via Meta-learning. ECCV (8) Liang-Yan Gui, Yu-Xiong Wang, Deva Ramanan, José M. F. Moura
2018	J	`jnl`	From High-Level Specification to High-Performance Code. Proc. IEEE Franz Franchetti, José M. F. Moura, David A. Padua, Jack J. Dongarra
2018	J	`jnl`	Graph Signal Processing: Overview, Challenges, and Applications. Proc. IEEE Antonio Ortega, Pascal Frossard, Jelena Kovacevic, José M. F. Moura, Pierre Vandergheynst
2018	A*	`conf`	Learning to Understand Image Blur. CVPR Shanghang Zhang, Xiaohui Shen, Zhe Lin, Radomír Mech, João Paulo Costeira, José M. F. Moura
2018	—	`conf`	Linear Distributed Algorithms For Localization In Mobile Networks. SSP Sam Safavi, Usman A. Khan, Soummya Kar, José M. F. Moura
2018	J	`jnl`	Localization in internets of mobile agents: A linear approach. CoRR Sam Safavi, Usman A. Khan, Soummya Kar, José M. F. Moura
2018	—	`conf`	Multiple Source Domain Adaptation with Adversarial Learning. ICLR (Workshop) Han Zhao, Shanghang Zhang, Guanhang Wu, João Paulo Costeira, José M. F. Moura, Geoffrey J. Gordon
2018	—	`conf`	On Graph Convolution for Graph CNNs. DSW Jian Du, John Shi, Soummya Kar, José M. F. Moura
2018	J	`jnl`	Optimal Attack Strategies Subject to Detection Constraints Against Cyber-Physical Systems. IEEE Trans. Control. Netw. Syst. Yuan Chen, Soummya Kar, José M. F. Moura
2018	—	`conf`	Optimal Filter Design for Consensus on Random Directed Graphs. SSP Stephen Kruzick, José M. F. Moura
2018	J	`jnl`	Optimal Filter Design for Signal Processing on Random Graphs: Accelerated Consensus. IEEE Trans. Signal Process. Stephen Kruzick, José M. F. Moura
2018	J	`jnl`	Resilient Distributed Estimation Through Adversary Detection. IEEE Trans. Signal Process. Yuan Chen, Soummya Kar, José M. F. Moura
2018	—	`conf`	Resilient Distributed Estimation: Exponential Convergence Under Sensor Attacks. CDC Yuan Chen, Soummya Kar, José M. F. Moura
2018	J	`jnl`	SILVar: Single Index Latent Variable Models. IEEE Trans. Signal Process. Jonathan Mei, José M. F. Moura
2018	J	`jnl`	SPIRAL: Extreme Performance Portability. Proc. IEEE Franz Franchetti, Tze Meng Low, Doru-Thom Popovici, Richard Michael Veras, Daniele G. Spampinato, Jeremy R. Johnson, Markus Püschel, James C. Hoe, José M. F. Moura
2018	—	`conf`	Single Index Latent Variable Models for Network Topology Inference. GlobalSIP Jonathan Mei, José M. F. Moura
2018	J	`jnl`	Single Index Latent Variable Models for Network Topology Inference. CoRR Jonathan Mei, José M. F. Moura
2018	—	`conf`	Spectral Statistics of Directed Networks with Random Link Model Transpose-Asymmetry. DSW Stephen Kruzick, José M. F. Moura
2018	J	`jnl`	Structurally Observable Distributed Networks of Agents Under Cost and Robustness Constraints. IEEE Trans. Signal Inf. Process. over Networks Stephen Kruzick, Sérgio Pequito, Soummya Kar, José M. F. Moura, António Pedro Aguiar
2018	A	`conf`	Teaching Robots to Predict Human Motion. IROS Liang-Yan Gui, Kevin Zhang, Yu-Xiong Wang, Xiaodan Liang, José M. F. Moura, Manuela Veloso
2018	J	`jnl`	The Internet of Things: Secure Distributed Inference. CoRR Yuan Chen, Soummya Kar, José M. F. Moura
2018	J	`jnl`	The Internet of Things: Secure Distributed Inference. IEEE Signal Process. Mag. Yuan Chen, Soummya Kar, José M. F. Moura
2018	—	`conf`	Visual Coreference Resolution in Visual Dialog Using Neural Module Networks. ECCV (15) Satwik Kottur, José M. F. Moura, Devi Parikh, Dhruv Batra, Marcus Rohrbach
2018	J	`jnl`	Visual Coreference Resolution in Visual Dialog using Neural Module Networks. CoRR Satwik Kottur, José M. F. Moura, Devi Parikh, Dhruv Batra, Marcus Rohrbach
2018	Misc	`conf`	Who is More at Risk in Heterogenous Networks? ICASSP June Zhang, José M. F. Moura
2017	J	`jnl`	A Stochastic Adaptive Model to Explore Mobile Botnet Dynamics. IEEE Commun. Lett. Augusto Almeida Santos, Michele Nogueira, José M. F. Moura
2017	J	`jnl`	Agile Inexact Methods for Spectral Projector-Based Graph Fourier Transforms. CoRR Joya A. Deri, José M. F. Moura
2017	A*	`conf`	Canopy Fast Sampling with Cover Trees. ICML Manzil Zaheer, Satwik Kottur, Amr Ahmed, José M. F. Moura, Alexander J. Smola
2017	Misc	`conf`	Consensus state gram matrix estimation for stochastic switching networks from spectral distribution moments. ACSSC Stephen Kruzick, José M. F. Moura
2017	J	`jnl`	Consensus+Innovations Distributed Kalman Filter With Optimized Gains. IEEE Trans. Signal Process. Subhro Das, José M. F. Moura
2017	J	`jnl`	Contact process with exogenous infection and the scaled SIS process. J. Complex Networks June Zhang, José M. F. Moura
2017	J	`jnl`	Convergence Analysis of Belief Propagation for Pairwise Linear Gaussian Models. CoRR Jian Du, Shaodan Ma, Yik-Chung Wu, Soummya Kar, José M. F. Moura
2017	J	`jnl`	Convergence Analysis of Distributed Inference with Vector-Valued Gaussian Belief Propagation. J. Mach. Learn. Res. Jian Du, Shaodan Ma, Yik-Chung Wu, Soummya Kar, José M. F. Moura
2017	—	`conf`	Convergence analysis of belief propagation for pairwise linear Gaussian models. GlobalSIP Jian Du, Shaodan Ma, Yik-Chung Wu, Soummya Kar, José M. F. Moura
2017	Misc	`conf`	Convergence analysis of the information matrix in Gaussian Belief Propagation. ICASSP Jian Du, Shaodan Ma, Yik-Chung Wu, Soummya Kar, José M. F. Moura
2017	J	`jnl`	Convergence analysis of the information matrix in Gaussian belief propagation. CoRR Jian Du, Shaodan Ma, Yik-Chung Wu, Soummya Kar, José M. F. Moura
2017	Misc	`conf`	Detecting adversaries in distributed estimation. ACSSC Yuan Chen, Soummya Kar, José M. F. Moura
2017	J	`jnl`	Detecting random walks on graphs with heterogeneous sensors. CoRR Dragana Bajovic, José M. F. Moura, Dejan Vukobratovic
2017	J	`jnl`	Distributed Convergence Verification for Gaussian Belief Propagation. CoRR Jian Du, Soummya Kar, José M. F. Moura
2017	J	`jnl`	Distributed Estimation of Dynamic Fields over Multi-agent Networks. CoRR Subhro Das, José M. F. Moura
2017	Misc	`conf`	Distributed convergence verification for Gaussian belief propagation. ACSSC Jian Du, Soummya Kar, José M. F. Moura
2017	J	`jnl`	Dynamic Attack Detection in Cyber-Physical Systems With Side Initial State Information. IEEE Trans. Autom. Control. Yuan Chen, Soummya Kar, José M. F. Moura
2017	A*	`conf`	FCN-rLSTM: Deep Spatio-Temporal Neural Networks for Vehicle Counting in City Cameras. ICCV Shanghang Zhang, Guanhang Wu, João Paulo Costeira, José M. F. Moura
2017	J	`jnl`	FCN-rLSTM: Deep Spatio-Temporal Neural Networks for Vehicle Counting in City Cameras. CoRR Shanghang Zhang, Guanhang Wu, João Paulo Costeira, José M. F. Moura
2017	J	`jnl`	Geodesic distance on a Grassmannian for monitoring the progression of Alzheimer's disease. NeuroImage Liangyan Gui, Xiaoying Tang, José M. F. Moura
2017	J	`jnl`	Graph Equivalence Classes for Spectral Projector-Based Graph Fourier Transforms. CoRR Joya A. Deri, José M. F. Moura
2017	—	`conf`	Graph signal processing: Filter design and spectral statistics. CAMSAP Stephen Kruzick, José M. F. Moura
2017	A*	`conf`	Learning Cooperative Visual Dialog Agents with Deep Reinforcement Learning. ICCV Abhishek Das, Satwik Kottur, José M. F. Moura, Stefan Lee, Dhruv Batra
2017	J	`jnl`	Learning Cooperative Visual Dialog Agents with Deep Reinforcement Learning. CoRR Abhishek Das, Satwik Kottur, José M. F. Moura, Stefan Lee, Dhruv Batra
2017	J	`jnl`	Multiple Source Domain Adaptation with Adversarial Training of Neural Networks. CoRR Han Zhao, Shanghang Zhang, Guanhang Wu, João Paulo Costeira, José M. F. Moura, Geoffrey J. Gordon
2017	A*	`conf`	Natural Language Does Not Emerge 'Naturally' in Multi-Agent Dialog. EMNLP Satwik Kottur, José M. F. Moura, Stefan Lee, Dhruv Batra
2017	J	`jnl`	Natural Language Does Not Emerge 'Naturally' in Multi-Agent Dialog. CoRR Satwik Kottur, José M. F. Moura, Stefan Lee, Dhruv Batra
2017	J	`jnl`	OESPG: Computational Framework for Multidimensional Analysis of Occupant Energy Use Data in Commercial Buildings. J. Comput. Civ. Eng. Andrew J. Sonta, Rishee K. Jain, Rimas Gulbinas, José M. F. Moura, John E. Taylor
2017	J	`jnl`	Signal Processing on Graphs: Causal Modeling of Unstructured Data. IEEE Trans. Signal Process. Jonathan Mei, José M. F. Moura
2017	J	`jnl`	Spectral Projector-Based Graph Fourier Transforms. CoRR Joya A. Deri, José M. F. Moura
2017	J	`jnl`	Spectral Projector-Based Graph Fourier Transforms. IEEE J. Sel. Top. Signal Process. Joya A. Deri, José M. F. Moura
2017	J	`jnl`	Spectral Statistics of Lattice Graph Structured, Non-uniform Percolations. CoRR Stephen Kruzick, José M. F. Moura
2017	Misc	`conf`	Spectral statistics of lattice graph structured, non-uniform percolations. ICASSP Stephen Kruzick, José M. F. Moura
2017	J	`jnl`	Structurally Observable Distributed Networks of Agents under Cost and Robustness Constraints. CoRR Stephen Kruzick, Sérgio Daniel Pequito, Soummya Kar, José M. F. Moura, A. Pedro Aguiar
2017	J	`jnl`	Topology adaptive graph convolutional networks. CoRR Jian Du, Shanghang Zhang, Guanhang Wu, José M. F. Moura, Soummya Kar
2017	A*	`conf`	Understanding Traffic Density from Large-Scale Web Camera Data. CVPR Shanghang Zhang, Guanhang Wu, João Paulo Costeira, José M. F. Moura
2017	J	`jnl`	Understanding Traffic Density from Large-Scale Web Camera Data. CoRR Shanghang Zhang, Guanhang Wu, João Paulo Costeira, José M. F. Moura
2017	A*	`conf`	Visual Dialog. CVPR Abhishek Das, Satwik Kottur, Khushi Gupta, Avi Singh, Deshraj Yadav, José M. F. Moura, Devi Parikh, Dhruv Batra
2016	—	`conf`	Adaptive social networks: Strong attractors and emergence and downfall of leaders. Allerton Augusto Santos, Soummya Kar, Ramayya Krishnan, José M. F. Moura
2016	—	`book`	Big Data over Networks Shuguang Cui, Alfred O. Hero III, Zhi-Quan Luo, José M. F. Moura
2016	—	`conf`	Big data computation of taxi movement in New York City. IEEE BigData Joya A. Deri, Franz Franchetti, José M. F. Moura
2016	J	`jnl`	Cascading Edge Failures: A Dynamic Network Process. CoRR June Zhang, José M. F. Moura
2016	J	`jnl`	Consensus+Innovations Distributed Kalman Filter with Optimized Gains. CoRR Subhro Das, José M. F. Moura
2016	J	`jnl`	Convergence Analysis of Distributed Inference with Vector-Valued Gaussian Belief Propagation. CoRR Jian Du, Shaodan Ma, Yik-Chung Wu, Soummya Kar, José M. F. Moura
2016	C	`conf`	Cyber physical attacks constrained by control objectives. ACC Yuan Chen, Soummya Kar, José M. F. Moura
2016	—	`conf`	Cyber physical attacks with control objectives and detection constraints. CDC Yuan Chen, Soummya Kar, José M. F. Moura
2016	J	`jnl`	Distributed Constrained Recursive Nonlinear Least-Squares Estimation: Algorithms and Asymptotics. CoRR Anit Kumar Sahu, Soummya Kar, José M. F. Moura, H. Vincent Poor
2016	J	`jnl`	Distributed Constrained Recursive Nonlinear Least-Squares Estimation: Algorithms and Asymptotics. IEEE Trans. Signal Inf. Process. over Networks Anit Kumar Sahu, Soummya Kar, José M. F. Moura, H. Vincent Poor
2016	J	`jnl`	Distributed Inference Over Directed Networks: Performance Limits and Optimal Design. IEEE Trans. Signal Process. Dragana Bajovic, José M. F. Moura, João Xavier, Bruno Sinopoli
2016	Misc	`conf`	Finding unique dense communities. ICASSP June Zhang, José M. F. Moura
2016	—	`conf`	New York city taxi analysis with graph signal processing. GlobalSIP Joya A. Deri, José M. F. Moura
2016	J	`jnl`	Optimal Attack Strategies Subject to Detection Constraints Against Cyber-Physical Systems. CoRR Yuan Chen, Soummya Kar, José M. F. Moura
2016	J	`jnl`	Signal Localization, Decomposition and Dictionary Learning on Graphs. CoRR Siheng Chen, Yaoqing Yang, José M. F. Moura, Jelena Kovacevic
2016	Misc	`conf`	Signal processing on graphs: Performance of graph structure estimation. ICASSP Jonathan Mei, José M. F. Moura
2016	J	`jnl`	Spectral Statistics of Lattice Graph Percolation Models. CoRR Stephen Kruzick, José M. F. Moura
2016	—	`conf`	Spectral radius and network processes with spontaneous infection/failure rate. GlobalSIP June Zhang, José M. F. Moura
2016	Misc	`conf`	Thermodynamic limit of interacting particle systems over dynamical networks. ACSSC Augusto Almeida Santos, Soummya Kar, José M. F. Moura, João Xavier
2016	J	`jnl`	Visual Dialog. CoRR Abhishek Das, Satwik Kottur, Khushi Gupta, Avi Singh, Deshraj Yadav, José M. F. Moura, Devi Parikh, Dhruv Batra
2016	A*	`conf`	VisualWord2Vec (Vis-W2V): Learning Visually Grounded Word Embeddings Using Abstract Scenes. CVPR Satwik Kottur, Ramakrishna Vedantam, José M. F. Moura, Devi Parikh
2015	J	`jnl`	Bi-Virus SIS Epidemics over Networks: Qualitative Analysis. IEEE Trans. Netw. Sci. Eng. Augusto Santos, José M. F. Moura, João M. F. Xavier
2015	J	`jnl`	Contact Process with Exogenous Infection and the Scaled SIS Process. CoRR June Zhang, José M. F. Moura
2015	Misc	`conf`	Cyber-physical systems: Dynamic sensor attacks and strong observability. ICASSP Yuan Chen, Soummya Kar, José M. F. Moura
2015	J	`jnl`	Distributed Kalman Filtering Over Massive Data Sets: Analysis Through Large Deviations of Random Riccati Equations. IEEE Trans. Inf. Theory Di Li, Soummya Kar, José M. F. Moura, H. Vincent Poor, Shuguang Cui
2015	J	`jnl`	Distributed Kalman Filtering With Dynamic Observations Consensus. IEEE Trans. Signal Process. Subhro Das, José M. F. Moura
2015	J	`jnl`	Distributed inference over directed networks: Performance limits and optimal design. CoRR Dragana Bajovic, José M. F. Moura, João M. F. Xavier, Bruno Sinopoli
2015	J	`jnl`	Dynamic Attack Detection in Cyber-Physical Systems with Side Initial State Information. CoRR Yuan Chen, Soummya Kar, José M. F. Moura
2015	Misc	`conf`	Fitting graph models to big data. ACSSC Jonathan Mei, José M. F. Moura
2015	Misc	`conf`	Individual vs. network preferences. ACSSC June Zhang, José M. F. Moura
2015	J	`jnl`	Linear Convergence Rate of a Class of Distributed Augmented Lagrangian Algorithms. IEEE Trans. Autom. Control. Dusan Jakovetic, José M. F. Moura, João Xavier
2015	J	`jnl`	Linear Theory for Self-Localization: Convexity, Barycentric Coordinates, and Cayley-Menger Determinants. IEEE Access Usman A. Khan, Soummya Kar, José M. F. Moura
2015	—	`conf`	Multilevel distributed approach for DC Optimal Power Flow. GlobalSIP Javad Mohammadi, June Zhang, Soummya Kar, Gabriela Hug, José M. F. Moura
2015	—	`conf`	Non-intrusive load monitoring: A power consumption based relaxation. GlobalSIP Kyle D. Anderson, José M. F. Moura, Mario Berges
2015	J	`jnl`	Role of subgraphs in epidemics over finite-size networks under the scaled SIS process. J. Complex Networks June Zhang, José M. F. Moura
2015	J	`jnl`	Signal Processing on Graphs: Modeling (Causal) Relations in Big Data. CoRR Jonathan Mei, José M. F. Moura
2015	J	`jnl`	Signal Recovery on Graphs: Variation Minimization. IEEE Trans. Signal Process. Siheng Chen, Aliaksei Sandryhaila, José M. F. Moura, Jelena Kovacevic
2015	Misc	`conf`	Signal processing on graphs: Estimating the structure of a graph. ICASSP Jonathan Mei, José M. F. Moura
2015	Misc	`conf`	Sufficient condition for survival of the fittest in a bi-virus epidemics. ACSSC Augusto Santos, José M. F. Moura, João M. F. Xavier
2015	Misc	`conf`	Taxi data in New York city: A network perspective. ACSSC Joya A. Deri, José M. F. Moura
2015	B	`conf`	Traffic flow from a low frame rate city camera. ICIP Evgeny Toropov, Liangyan Gui, Shanghang Zhang, Satwik Kottur, José M. F. Moura
2015	J	`jnl`	Visual Word2Vec (vis-w2v): Learning Visually Grounded Word Embeddings Using Abstract Scenes. CoRR Satwik Kottur, Ramakrishna Vedantam, José M. F. Moura, Devi Parikh
2014	J	`jnl`	Asymptotically Efficient Distributed Estimation With Exponential Family Statistics. IEEE Trans. Inf. Theory Soummya Kar, José M. F. Moura
2014	J	`jnl`	Big Data + Big Cities: Graph Signals of Urban Air Pollution [Exploratory SP]. IEEE Signal Process. Mag. Rishee K. Jain, José M. F. Moura, Constantine E. Kontokosta
2014	J	`jnl`	Big Data Analysis with Signal Processing on Graphs: Representation and processing of massive data sets with irregular structure. IEEE Signal Process. Mag. Aliaksei Sandryhaila, José M. F. Moura
2014	Misc	`conf`	Churn detection in large user networks. ICASSP Joya A. Deri, José M. F. Moura
2014	J	`jnl`	Convergence Rates of Distributed Nesterov-Like Gradient Methods on Random Networks. IEEE Trans. Signal Process. Dusan Jakovetic, João Manuel Freitas Xavier, José M. F. Moura
2014	J	`jnl`	Diffusion in Social Networks as SIS Epidemics: Beyond Full Mixing and Complete Graphs. IEEE J. Sel. Top. Signal Process. June Zhang, José M. F. Moura
2014	J	`jnl`	Discrete Signal Processing on Graphs: Frequency Analysis. IEEE Trans. Signal Process. Aliaksei Sandryhaila, José M. F. Moura
2014	J	`jnl`	Distributed Kalman Filtering over Big Data: Analysis Through Large Deviations of Random Riccati Equations. CoRR Di Li, Soummya Kar, José M. F. Moura, H. Vincent Poor, Shuguang Cui
2014	Misc	`conf`	Distributed Nesterov gradient methods for random networks: Convergence in probability and convergence rates. ICASSP Dusan Jakovetic, João Xavier, José M. F. Moura
2014	J	`jnl`	Distributed State Estimation and Energy Management in Smart Grids: A Consensus+Innovations Approach. IEEE J. Sel. Top. Signal Process. Soummya Kar, Gabriela Hug, Javad Mohammadi, José M. F. Moura
2014	—	`conf`	Distributed parameter estimation with exponential family statistics: Asymptotic efficiency. EUSIPCO Soummya Kar, José M. F. Moura
2014	—	`conf`	Dynamic bond percolation in networks. GlobalSIP June Zhang, José M. F. Moura
2014	J	`jnl`	Fast Distributed Gradient Methods. IEEE Trans. Autom. Control. Dusan Jakovetic, João Manuel Freitas Xavier, José M. F. Moura
2014	Misc	`conf`	Finite-time distributed consensus through graph filters. ICASSP Aliaksei Sandryhaila, Soummya Kar, José M. F. Moura
2014	Misc	`conf`	Matched field processing localization with random sensor topologies. ICASSP Joel B. Harley, José M. F. Moura
2014	J	`jnl`	Role of Subgraphs in Epidemics over Finite-Size Networks under the Scaled SIS Process. CoRR June Zhang, José M. F. Moura
2014	J	`jnl`	Signal Recovery on Graphs. CoRR Siheng Chen, Aliaksei Sandryhaila, José M. F. Moura, Jelena Kovacevic
2014	—	`conf`	Signal denoising on graphs via graph filtering. GlobalSIP Siheng Chen, Aliaksei Sandryhaila, José M. F. Moura, Jelena Kovacevic
2014	Misc	`conf`	Signal inpainting on graphs via total variation minimization. ICASSP Siheng Chen, Aliaksei Sandryhaila, George Lederman, Zihao Wang, José M. F. Moura, Piervincenzo Rizzo, Jacobo Bielak, James H. Garrett Jr., Jelena Kovacevic
2014	Misc	`conf`	Subgraph density and epidemics over networks. ICASSP June Zhang, José M. F. Moura
2013	—	`conf`	Adaptive graph filtering: Multiresolution classification on graphs. GlobalSIP Siheng Chen, Aliaksei Sandryhaila, José M. F. Moura, Jelena Kovacevic
2013	J	`jnl`	Asymptotically Efficient Distributed Estimation With Exponential Family Statistics CoRR Soummya Kar, José M. F. Moura
2013	Misc	`conf`	Broadband localization in a dispersive medium through sparse wavenumber analysis. ICASSP Joel B. Harley, José M. F. Moura
2013	—	`conf`	Classification via regularization on graphs. GlobalSIP Aliaksei Sandryhaila, José M. F. Moura
2013	J	`jnl`	Consensus + Innovations Distributed Inference over Networks: Cooperation and Sensing in Networked Systems. IEEE Signal Process. Mag. Soummya Kar, José M. F. Moura
2013	J	`jnl`	Consensus and Products of Random Stochastic Matrices: Exact Rate for Convergence in Probability. IEEE Trans. Signal Process. Dragana Bajovic, João Manuel Freitas Xavier, José M. F. Moura, Bruno Sinopoli
2013	J	`jnl`	Convergence Rates of Distributed Nesterov-like Gradient Methods on Random Networks. CoRR Dusan Jakovetic, João Manuel Freitas Xavier, José M. F. Moura
2013	J	`jnl`	Discrete Signal Processing on Graphs. IEEE Trans. Signal Process. Aliaksei Sandryhaila, José M. F. Moura
2013	J	`jnl`	Discrete Signal Processing on Graphs: Frequency Analysis. CoRR Aliaksei Sandryhaila, José M. F. Moura
2013	Misc	`conf`	Discrete signal processing on graphs: Graph filters. ICASSP Aliaksei Sandryhaila, José M. F. Moura
2013	Misc	`conf`	Discrete signal processing on graphs: Graph fourier transform. ICASSP Aliaksei Sandryhaila, José M. F. Moura
2013	Misc	`conf`	Distributed Kalman filtering and Network Tracking Capacity. ACSSC Subhro Das, José M. F. Moura
2013	—	`conf`	Distributed Kalman filtering. EUSIPCO Subhro Das, José M. F. Moura
2013	J	`jnl`	Distributed Linear Parameter Estimation: Asymptotically Efficient Adaptive Strategies. SIAM J. Control. Optim. Soummya Kar, José M. F. Moura, H. Vincent Poor
2013	—	`conf`	Distributed augmented Lagrangian algorithms: Convergence rate. GlobalSIP Dusan Jakovetic, José M. F. Moura, João M. F. Xavier
2013	—	`conf`	Distributed linear estimation of dynamic random fields. Allerton Subhro Das, José M. F. Moura
2013	—	`conf`	Distributed reinforcement learning in multi-agent networks. CAMSAP Soummya Kar, José M. F. Moura, H. Vincent Poor
2013	Misc	`conf`	Distributed state estimation in multi-agent networks. ICASSP Subhro Das, José M. F. Moura
2013	J	`jnl`	Emergent Behavior in Multipartite Large Networks: Multi-virus Epidemics. CoRR Augusto Santos, José M. F. Moura, João Manuel Freitas Xavier
2013	J	`jnl`	Epidemics in Multipartite Networks: Emergent Dynamics. CoRR Augusto Santos, José M. F. Moura, João Manuel Freitas Xavier
2013	J	`jnl`	Gaussian Target Detection in Multipath Clutter With Single-Antenna Time Reversal. IEEE Trans. Signal Process. Nicholas O'Donoughue, José M. F. Moura
2013	Misc	`conf`	Graph sampling: Estimation of degree distributions. ICASSP Joya A. Deri, José M. F. Moura
2013	—	`conf`	Identifying small subsets of agents for behavior tracking and abnormal event detection in dynamic networks. DyNetMM@SIGMOD Joya A. Deri, Soummya Kar, Sérgio Daniel Pequito, José M. F. Moura
2013	J	`jnl`	Linear Convergence Rate of a Class of Distributed Augmented Lagrangian Algorithms. CoRR Dusan Jakovetic, José M. F. Moura, João Manuel Freitas Xavier
2013	—	`conf`	On a consistent procedure for distributed recursive nonlinear least-squares estimation. GlobalSIP Soummya Kar, José M. F. Moura, H. Vincent Poor
2013	—	`conf`	Optimal design of distributed sensor networks for field reconstruction. EUSIPCO Sérgio Daniel Pequito, Stephen Kruzick, Soummya Kar, José M. F. Moura, A. Pedro Aguiar
2013	J	`jnl`	QD-Learning: A Collaborative Distributed Strategy for Multi-Agent Reinforcement Learning Through IEEE Trans. Signal Process. Soummya Kar, José M. F. Moura, H. Vincent Poor
2013	J	`jnl`	The Discipline of Signal Processing [Reflections]. IEEE Signal Process. Mag. José M. F. Moura, James L. Flanagan, Nikil S. Jayant
2013	Misc	`conf`	Threshold behavior of epidemics in regular networks. ICASSP June Zhang, José M. F. Moura
2012	J	`jnl`	$QD$-Learning: A Collaborative Distributed Strategy for Multi-Agent Reinforcement Learning Through Consensus + Innovations CoRR Soummya Kar, José M. F. Moura, H. Vincent Poor
2012	Misc	`conf`	Accounting for topology in spreading contagion in non-complete networks. ICASSP June Zhang, José M. F. Moura
2012	—	`conf`	Compressed sensing radar surveillance networks. SAM Aurora C. Schmidt, Joel B. Harley, José M. F. Moura
2012	J	`jnl`	Consensus and Products of Random Stochastic Matrices: Exact Rate for Convergence in Probability CoRR Dragana Bajovic, João Manuel Freitas Xavier, José M. F. Moura, Bruno Sinopoli
2012	—	`conf`	Consensus+innovations detection: Phase transition under communication noise. Allerton Conference Dusan Jakovetic, José M. F. Moura, João Manuel Freitas Xavier
2012	—	`conf`	Diffusion and topology: Large densely connected bipartite networks. CDC Augusto Santos, José M. F. Moura
2012	J	`jnl`	Discrete Signal Processing on Graphs CoRR Aliaksei Sandryhaila, José M. F. Moura
2012	J	`jnl`	Distributed Detection Over Noisy Networks: Large Deviations Analysis. IEEE Trans. Signal Process. Dusan Jakovetic, José M. F. Moura, João Manuel Freitas Xavier
2012	—	`conf`	Distributed Nesterov-like gradient algorithms. CDC Dusan Jakovetic, José M. F. Moura, João Manuel Freitas Xavier
2012	J	`jnl`	Distributed Parameter Estimation in Sensor Networks: Nonlinear Observation Models and Imperfect Communication. IEEE Trans. Inf. Theory Soummya Kar, José M. F. Moura, Kavita Ramanan
2012	Misc	`conf`	Distributed field reconstruction with model-robust basis pursuit. ICASSP Aurora C. Schmidt, José M. F. Moura
2012	C	`conf`	Event detection for Non Intrusive load monitoring. IECON Kyle D. Anderson, Mario E. Berges, Adrian Ocneanu, Diego S. Benítez, José M. F. Moura
2012	—	`conf`	Exact rate for convergence in probability of averaging processes via generalized min-cut. CDC Dragana Bajovic, João Manuel Freitas Xavier, José M. F. Moura, Bruno Sinopoli
2012	—	`conf`	Fast cooperative distributed learning. ACSCC Dusan Jakovetic, José M. F. Moura, João Manuel Freitas Xavier
2012	B	`conf`	Feature matching in growing databases. ICIP Bernardo Rodrigues Pires, José M. F. Moura
2012	J	`jnl`	Finding Non-Overlapping Clusters for Generalized Inference Over Graphical Models. IEEE Trans. Signal Process. Divyanshu Vats, José M. F. Moura
2012	J	`jnl`	Kalman Filtering With Intermittent Observations: Weak Convergence to a Stationary Distribution. IEEE Trans. Autom. Control. Soummya Kar, Bruno Sinopoli, José M. F. Moura
2012	J	`jnl`	Large Deviations Performance of Consensus+Innovations Distributed Detection With Non-Gaussian Observations. IEEE Trans. Signal Process. Dragana Bajovic, Dusan Jakovetic, José M. F. Moura, João Manuel Freitas Xavier, Bruno Sinopoli
2012	—	`conf`	Maximum likelihood defect localization in a pipe using guided acoustic waves. ACSCC Nicholas O'Donoughue, Joel B. Harley, Chang Liu, José M. F. Moura, Irving J. Oppenheim
2012	J	`jnl`	Moderate Deviations of a Random Riccati Equation. IEEE Trans. Autom. Control. Soummya Kar, José M. F. Moura
2012	J	`jnl`	On the Product of Independent Complex Gaussians. IEEE Trans. Signal Process. Nicholas O'Donoughue, José M. F. Moura
2012	—	`conf`	Real-time adaptive distributed state estimation in smart grids. APSIPA Soummya Kar, José M. F. Moura
2012	Misc	`conf`	The complex Double Gaussian distribution. ICASSP Nicholas O'Donoughue, José M. F. Moura
2011	B	`conf`	Approximating image filters with box filters. ICIP Bernardo Rodrigues Pires, Karanhaar Singh, José M. F. Moura
2011	Misc	`conf`	Asymptotic performance of distributed detection over random networks. ICASSP Dragana Bajovic, Dusan Jakovetic, João Manuel Freitas Xavier, Bruno Sinopoli, José M. F. Moura
2011	J	`jnl`	Convergence Rate Analysis of Distributed Gossip (Linear Parameter) Estimation: Fundamental Limits and Tradeoffs. IEEE J. Sel. Top. Signal Process. Soummya Kar, José M. F. Moura
2011	Misc	`conf`	Convergence results in distributed Kalman filtering. ICASSP Soummya Kar, Shuguang Cui, H. Vincent Poor, José M. F. Moura
2011	J	`jnl`	Cooperative Convex Optimization in Networked Systems: Augmented Lagrangian Algorithms With Directed Gossip Communication. IEEE Trans. Signal Process. Dusan Jakovetic, João Manuel Freitas Xavier, José M. F. Moura
2011	Misc	`conf`	Detection of targets embedded in multipath clutter with Time Reversal. ICASSP Nicholas O'Donoughue, Joel B. Harley, José M. F. Moura
2011	J	`jnl`	Distributed Detection over Noisy Networks: Large Deviations Analysis CoRR Dusan Jakovetic, José M. F. Moura, João Manuel Freitas Xavier
2011	J	`jnl`	Distributed Detection via Gaussian Running Consensus: Large Deviations Asymptotic Analysis. IEEE Trans. Signal Process. Dragana Bajovic, Dusan Jakovetic, João Manuel Freitas Xavier, Bruno Sinopoli, José M. F. Moura
2011	J	`jnl`	Distributed Linear Parameter Estimation: Asymptotically Efficient Adaptive Strategies CoRR Soummya Kar, José M. F. Moura, H. Vincent Poor
2011	—	`conf`	Emergent behavior in large scale networks. CDC/ECC Augusto Santos, José M. F. Moura
2011	J	`jnl`	Fast Distributed Gradient Methods CoRR Dusan Jakovetic, João Manuel Freitas Xavier, José M. F. Moura
2011	J	`jnl`	Finding Non-overlapping Clusters for Generalized Inference Over Graphical Models CoRR Divyanshu Vats, José M. F. Moura
2011	Misc	`conf`	Global emergent behaviors in clouds of agents. ICASSP Soummya Kar, José M. F. Moura
2011	J	`jnl`	Gossip and Distributed Kalman Filtering: Weak Consensus Under Weak Detectability. IEEE Trans. Signal Process. Soummya Kar, José M. F. Moura
2011	J	`jnl`	Large Deviations Performance of Consensus+Innovations Distributed Detection with Non-Gaussian Observations CoRR Dragana Bajovic, Dusan Jakovetic, José M. F. Moura, João Manuel Freitas Xavier, Bruno Sinopoli
2011	—	`conf`	Large deviations analysis of consensus+innovations detection in random networks. Allerton Dragana Bajovic, Dusan Jakovetic, José M. F. Moura, João Manuel Freitas Xavier, Bruno Sinopoli
2011	B	`conf`	Necessary conditions for consistent set-based graphical model selection. ISIT Divyanshu Vats, José M. F. Moura
2011	Misc	`conf`	Noncoherent compressive sensing with application to distributed radar. CISS Christian R. Berger, José M. F. Moura
2011	Misc	`conf`	Scalable robust hypothesis tests using graphical models. ICASSP Divyanshu Vats, Vishal Monga, Umamahesh Srinivas, José M. F. Moura
2011	J	`jnl`	Sensor Andrew: Large-scale campus-wide sensing and actuation. IBM J. Res. Dev. Anthony Rowe, Mario Berges, Gaurav Bhatia, Ethan Goldman, Ragunathan Rajkumar, James H. Garrett Jr., José M. F. Moura, Lucio Soibelman
2011	J	`jnl`	Telescoping Recursive Representations and Estimation of Gauss-Markov Random Fields. IEEE Trans. Inf. Theory Divyanshu Vats, José M. F. Moura
2011	J	`jnl`	Time Reversal Detection in Clutter: Additional Experimental Results. IEEE Trans. Aerosp. Electron. Syst. Yuanwei Jin, José M. F. Moura, Yi Jiang, Daniel D. Stancil, Ahmet G. Cepni
2010	C	`conf`	A random dynamical systems approach to filtering in large-scale networks. ACC Soummya Kar, Bruno Sinopoli, José M. F. Moura
2010	Misc	`conf`	A telescoping approach to recursive enhancement of noisy images. ICASSP Divyanshu Vats, José M. F. Moura
2010	Misc	`conf`	Consensus in correlated random topologies: Weights for finite time horizon. ICASSP Dusan Jakovetic, João Manuel Freitas Xavier, José M. F. Moura
2010	J	`jnl`	Convergence Rate Analysis of Distributed Gossip (Linear Parameter) Estimation: Fundamental Limits and Tradeoffs CoRR Soummya Kar, José M. F. Moura
2010	J	`jnl`	Cooperative Convex Optimization in Networked Systems: Augmented Lagrangian Algorithms with Directed Gossip Communication CoRR Dusan Jakovetic, João Manuel Freitas Xavier, José M. F. Moura
2010	J	`jnl`	DILAND: an algorithm for distributed sensor localization with noisy distance measurements. IEEE Trans. Signal Process. Usman A. Khan, Soummya Kar, José M. F. Moura
2010	Misc	`conf`	Designing the parameters of high dimensional consensus: Multi-objective optimization and pareto-optimality. ICASSP Usman A. Khan, Soummya Kar, José M. F. Moura
2010	J	`jnl`	Distributed Detection over Random Networks: Large Deviations Performance Analysis CoRR Dragana Bajovic, Dusan Jakovetic, João Manuel Freitas Xavier, Bruno Sinopoli, José M. F. Moura
2010	J	`jnl`	Distributed Detection over Time Varying Networks: Large Deviations Analysis CoRR Dragana Bajovic, Dusan Jakovetic, João Manuel Freitas Xavier, Bruno Sinopoli, José M. F. Moura
2010	J	`jnl`	Distributed consensus algorithms in sensor networks: quantized data and random link failures. IEEE Trans. Signal Process. Soummya Kar, José M. F. Moura
2010	—	`conf`	Distributed detection over time varying networks: Large deviations analysis. Allerton Dragana Bajovic, Dusan Jakovetic, João Xavier, Bruno Sinopoli, José M. F. Moura
2010	J	`jnl`	Gossip Algorithms for Distributed Signal Processing CoRR Alexandros G. Dimakis, Soummya Kar, José M. F. Moura, Michael G. Rabbat, Anna Scaglione
2010	J	`jnl`	Gossip Algorithms for Distributed Signal Processing. Proc. IEEE Alexandros G. Dimakis, Soummya Kar, José M. F. Moura, Michael G. Rabbat, Anna Scaglione
2010	J	`jnl`	Gossip and Distributed Kalman Filtering: Weak Consensus under Weak Detectability CoRR Soummya Kar, José M. F. Moura
2010	J	`jnl`	Graphical Models as Block-Tree Graphs CoRR Divyanshu Vats, José M. F. Moura
2010	J	`jnl`	Higher dimensional consensus: learning in large-scale networks. IEEE Trans. Signal Process. Usman A. Khan, Soummya Kar, José M. F. Moura
2010	J	`jnl`	Linear time encoding of LDPC codes. IEEE Trans. Inf. Theory Jin Lu, José M. F. Moura
2010	J	`jnl`	Modeling of Future Cyber-Physical Energy Systems for Distributed Sensing and Control. IEEE Trans. Syst. Man Cybern. Part A Marija D. Ilic, Le Xie, Usman A. Khan, José M. F. Moura
2010	—	`conf`	On connectivity, observability, and stability in distributed estimation. CDC Usman A. Khan, Soummya Kar, Ali Jadbabaie, José M. F. Moura
2010	—	`conf`	Reciprocal fields: A model for random fields pinned to two boundaries. CDC Divyanshu Vats, José M. F. Moura
2010	—	`conf`	Sample path large deviations for the randomly sampled continuous-discrete Kalman filter. CDC Soummya Kar, José M. F. Moura, Kavita Ramanan
2010	Misc	`conf`	Single antenna time reversal detection of moving target. ICASSP Yuanwei Jin, José M. F. Moura, Nicholas O'Donoughue, Joel B. Harley
2010	J	`jnl`	Time Reversal in Multiple-Input Multiple-Output Radar. IEEE J. Sel. Top. Signal Process. Yuanwei Jin, José M. F. Moura, Nicholas O'Donoughue
2010	J	`jnl`	Weight optimization for consensus algorithms with correlated switching topology. IEEE Trans. Signal Process. Dusan Jakovetic, João Manuel Freitas Xavier, José M. F. Moura
2009	J	`jnl`	A Random Dynamical Systems Approach to Filtering in Large-scale Networks CoRR Soummya Kar, Bruno Sinopoli, José M. F. Moura
2009	Misc	`conf`	A mixed time-scale algorithm for distributed parameter estimation : Nonlinear observation models and imperfect communication. ICASSP Soummya Kar, José M. F. Moura
2009	J	`jnl`	Consensus in Correlated Random Topologies: Weights for Finite Time Horizon CoRR Dusan Jakovetic, João Manuel Freitas Xavier, José M. F. Moura
2009	J	`jnl`	DILAND: An Algorithm for Distributed Sensor Localization with Noisy Distance Measurements CoRR Usman A. Khan, Soummya Kar, José M. F. Moura
2009	B	`conf`	Detecting Botnets Using Command and Control Traffic. NCA Basil AsSadhan, José M. F. Moura, David E. Lapsley, Christine E. Jones, W. Timothy Strayer
2009	J	`jnl`	Discrete fourier transform on multicore. IEEE Signal Process. Mag. Franz Franchetti, Markus Püschel, Yevgen Voronenko, Srinivas Chellappa, José M. F. Moura
2009	J	`jnl`	Distributed Consensus Algorithms in Sensor Networks With Imperfect Communication: Link Failures and Channel Noise. IEEE Trans. Signal Process. Soummya Kar, José M. F. Moura
2009	—	`conf`	Distributed localization and tracking with coordinated and uncoordinated motion models. Allerton Usman A. Khan, Soummya Kar, José M. F. Moura
2009	J	`jnl`	Distributed sensor localization in random environments using minimal number of anchor nodes. IEEE Trans. Signal Process. Usman A. Khan, Soummya Kar, José M. F. Moura
2009	J	`jnl`	Dynamic field estimation using wireless sensor networks: tradeoffs between estimation error and communication cost. IEEE Trans. Signal Process. Haotian Zhang, José M. F. Moura, Bruce H. Krogh
2009	Misc	`conf`	Experimental study of extended target imaging by time reversal SAR. ICASSP Yuanwei Jin, José M. F. Moura, Nicholas O'Donoughue
2009	Misc	`conf`	Field inversion by consensus and compressed sensing. ICASSP Aurora C. Schmidt, José M. F. Moura
2009	J	`jnl`	Higher Dimensional Consensus: Learning in Large-Scale Networks CoRR Usman A. Khan, Soummya Kar, José M. F. Moura
2009	Misc	`conf`	Higher dimensional consensus algorithms in sensor networks. ICASSP Usman A. Khan, Soummya Kar, José M. F. Moura
2009	J	`jnl`	Kalman Filtering with Intermittent Observations: Weak Convergence and Moderate Deviations CoRR Soummya Kar, José M. F. Moura
2009	J	`jnl`	Kalman Filtering with Intermittent Observations: Weak Convergence to a Stationary Distribution CoRR Soummya Kar, Bruno Sinopoli, José M. F. Moura
2009	B	`conf`	Periodic Behavior in Botnet Command and Control Channels Traffic. GLOBECOM Basil AsSadhan, José M. F. Moura, David E. Lapsley
2009	J	`jnl`	Recursive Estimation of Gauss-Markov Random Fields Indexed over 1-D Space CoRR Divyanshu Vats, José M. F. Moura
2009	B	`conf`	Recursive filtering and smoothing for Gaussian reciprocal processes with continuous indices. ISIT Divyanshu Vats, José M. F. Moura
2009	Misc	`conf`	Recursive filtering and smoothing for discrete index gaussian reciprocal processes. CISS Divyanshu Vats, José M. F. Moura
2009	B	`conf`	Shapes as empirical distributions. ICIP Bernardo Rodrigues Pires, José M. F. Moura
2009	J	`jnl`	Time-Reversal Detection Using Antenna Arrays. IEEE Trans. Signal Process. Yuanwei Jin, José M. F. Moura
2009	J	`jnl`	Weight Optimization for Consensus Algorithms with Correlated Switching Topology CoRR Dusan Jakovetic, João Manuel Freitas Xavier, José M. F. Moura
2008	—	`conf`	A linear iterative algorithm for distributed sensor localization. ACSCC Usman A. Khan, Soummya Kar, José M. F. Moura
2008	—	`conf`	Adaptive time reversal beamforming in dense multipath communication networks. ACSCC Yuanwei Jin, José M. F. Moura, Nicholas O'Donoughue
2008	J	`jnl`	Algebraic Signal Processing Theory: 1-D Space. IEEE Trans. Signal Process. Markus Püschel, José M. F. Moura
2008	J	`jnl`	Algebraic Signal Processing Theory: Cooley-Tukey Type Algorithms for DCTs and DSTs. IEEE Trans. Signal Process. Markus Püschel, José M. F. Moura
2008	J	`jnl`	Algebraic Signal Processing Theory: Foundation and 1-D Time. IEEE Trans. Signal Process. Markus Püschel, José M. F. Moura
2008	J	`jnl`	Automatic Detection of Regional Heart Rejection in USPIO-Enhanced MRI. IEEE Trans. Medical Imaging Hsun-Hsien Chang, José M. F. Moura, Yi-Jen Lin Wu, Chien Ho
2008	—	`conf`	Breast cancer detection by time reversal imaging. ISBI Yuanwei Jin, José M. F. Moura, Yi Jiang, Michael Wahl, He Zhu, Qiuhong He
2008	J	`jnl`	Distributed Parameter Estimation in Sensor Networks: Nonlinear Observation Models and Imperfect Communication CoRR Soummya Kar, José M. F. Moura, Kavita Ramanan
2008	J	`jnl`	Distributed Sensor Localization in Random Environments using Minimal Number of Anchor Nodes CoRR Usman A. Khan, Soummya Kar, José M. F. Moura
2008	Misc	`conf`	Distributed average consensus in sensor networks with quantized inter-sensor communication. ICASSP Soummya Kar, José M. F. Moura
2008	Misc	`conf`	Distributed iterate-collapse inversion (DICI) algorithm for L-banded matrices. ICASSP Usman A. Khan, José M. F. Moura
2008	—	`conf`	Distributed linear parameter estimation in sensor networks: Convergence properties. ACSCC Soummya Kar, José M. F. Moura
2008	—	`conf`	Distributed sensor localization in Euclidean spaces: Dynamic environments. Allerton Usman A. Khan, Soummya Kar, Bruno Sinopoli, José M. F. Moura
2008	J	`jnl`	Distributing the Kalman Filter for Large-Scale Systems. IEEE Trans. Signal Process. Usman A. Khan, José M. F. Moura
2008	A	`conf`	Domain-specific library generation for parallel software and hardware platforms. IPDPS Franz Franchetti, Yevgen Voronenko, Peter A. Milder, Srinivas Chellappa, Marek R. Telgarsky, Hao Shen, Paolo D'Alberto, Frédéric de Mesmay, James C. Hoe, José M. F. Moura, Markus Püschel
2008	B	`conf`	LASIC: A model invariant framework for correspondence. ICIP Bernardo Rodrigues Pires, José M. F. Moura, João Manuel Freitas Xavier
2008	—	`conf`	Large deviations for many server networks with long range dependent and batch arrivals. Allerton Soummya Kar, José M. F. Moura, Kavita Ramanan
2008	J	`jnl`	Linear Time Encoding of LDPC Codes CoRR Jin Lu, José M. F. Moura
2008	A	`conf`	Network traffic behavior analysis by decomposition into control and data planes. IPDPS Basil AsSadhan, Hyong Kim, José M. F. Moura, Xiaohui Wang
2008	Misc	`conf`	Position location by time reversal in communication networks. ICASSP Yuanwei Jin, Nicholas O'Donoughue, José M. F. Moura
2008	J	`jnl`	Sensor Networks With Random Links: Topology Design for Distributed Consensus. IEEE Trans. Signal Process. Soummya Kar, José M. F. Moura
2008	—	`conf`	Signal-domain registration for change detection in Time-Reversal SAR. ACSCC Nicholas O'Donoughue, José M. F. Moura, Yuanwei Jin
2008	J	`jnl`	Time Reversal Imaging by Adaptive Interference Canceling. IEEE Trans. Signal Process. José M. F. Moura, Yuanwei Jin
2008	J	`jnl`	Topology for Distributed Inference on Graphs. IEEE Trans. Signal Process. Soummya Kar, Saeed A. Aldosari, José M. F. Moura
2007	J	`jnl`	Algebraic Signal Processing Theory: Cooley-Tukey Type Algorithms for DCTs and DSTs CoRR Markus Püschel, José M. F. Moura
2007	—	`conf`	Classification by Cheeger Constant Regularization. ICIP (2) Hsun-Hsien Chang, José M. F. Moura
2007	J	`jnl`	Detection by Time Reversal: Single Antenna. IEEE Trans. Signal Process. José M. F. Moura, Yuanwei Jin
2007	J	`jnl`	Detection in Sensor Networks: The Saddlepoint Approximation. IEEE Trans. Signal Process. Saeed A. Aldosari, José M. F. Moura
2007	—	`conf`	Distributed Average Consensus in Sensor Networks with Random Link Failures. ICASSP (2) Soummya Kar, José M. F. Moura
2007	J	`jnl`	Distributed Consensus Algorithms in Sensor Networks: Link Failures and Channel Noise CoRR Soummya Kar, José M. F. Moura
2007	J	`jnl`	Distributed Consensus Algorithms in Sensor Networks: Quantized Data CoRR Soummya Kar, José M. F. Moura
2007	J	`jnl`	Distributing the Kalman Filter for Large-Scale Systems CoRR Usman A. Khan, José M. F. Moura
2007	Misc	`conf`	Generating FPGA-Accelerated DFT Libraries. FCCM Paolo D'Alberto, Peter A. Milder, Aliaksei Sandryhaila, Franz Franchetti, James C. Hoe, José M. F. Moura, Markus Püschel, Jeremy R. Johnson
2007	—	`conf`	Joint Segmentation of Moving Object and Estimation of Background in Low-Light Video using Relaxation. ICIP (5) Pedro M. Q. Aguiar, José M. F. Moura
2007	B	`conf`	Multiple Antenna Time Reversal Transmission in Ultra-Wideband Communications. GLOBECOM Yuanwei Jin, Yi Jiang, José M. F. Moura
2007	J	`jnl`	Sensor Networks with Random Links: Topology Design for Distributed Consensus CoRR Soummya Kar, José M. F. Moura
2007	—	`conf`	TR-SAR: Time Reversal Target Focusing in Spotlight SAR. ICASSP (2) Yuanwei Jin, José M. F. Moura
2007	J	`jnl`	TS-LDPC Codes: Turbo-Structured Codes With Large Girth. IEEE Trans. Inf. Theory Jin Lu, José M. F. Moura
2007	—	`conf`	Time Reversal Beamforming for Microwave Breast Cancer Detection. ICIP (5) Yuanwei Jin, Yi Jiang, José M. F. Moura
2006	J	`jnl`	Algebraic Signal Processing Theory CoRR Markus Püschel, José M. F. Moura
2006	—	`conf`	Array Processing Using Time Reversal: Experiments and Performance. ICASSP (4) José M. F. Moura, Yuanwei Jin, Daniel D. Stancil, Jian-Gang Zhu, Ahmet G. Cepni, Yi Jiang, Benjamin E. Henty
2006	—	`conf`	Early detection of rejection in cardiac MRI: a spectral graph approach. ISBI Hsun-Hsien Chang, José M. F. Moura, Yi-Jen Lin Wu, Chien Ho
2006	—	`conf`	Immune Cells Detection of the In Vivo Rejecting Heart in USPIO-Enhanced Magnetic Resonance Imaging. EMBC Hsun-Hsien Chang, José M. F. Moura, Yi-Jen Lin Wu, Chien Ho
2006	—	`conf`	Inner Source Identification for Field Estimation in Wireless Sensor Networks. ICASSP (4) Haotian Zhang, Bruce H. Krogh, José M. F. Moura
2006	—	`conf`	Spiral: Joint Runtime and Energy Optimization of Linear Transforms. ICASSP (3) Marek R. Telgarsky, James C. Hoe, José M. F. Moura
2006	—	`conf`	The Algebraic Structure in Signal Processing: Time and Space. ICASSP (5) Markus Püschel, José M. F. Moura
2006	J	`jnl`	Topology for Distributed Inference on Graphs CoRR Soummya Kar, Saeed A. Aldosari, José M. F. Moura
2006	—	`conf`	Topology of Sensor Networks in Distributed Detection. ICASSP (5) Saeed A. Aldosari, José M. F. Moura
2006	—	`conf`	Topology preserving STACS segmentation of protein subcellular location images. ISBI Lionel Coulot, Heather Kirschner, Amina Chebira, José M. F. Moura, Jelena Kovacevic, Elvira Garcia Osuna, Robert F. Murphy
2005	J	`jnl`	Affine-permutation invariance of 2-D shapes. IEEE Trans. Image Process. Victor H. S. Ha, José M. F. Moura
2005	J	`jnl`	Block matrices with L-block-banded inverse: inversion algorithms. IEEE Trans. Signal Process. Amir Asif, José M. F. Moura
2005	—	`conf`	Estimation in sensor networks: a graph approach. IPSN Haotian Zhang, José M. F. Moura, Bruce H. Krogh
2005	J	`jnl`	Figure-ground segmentation from occlusion. IEEE Trans. Image Process. Pedro M. Q. Aguiar, José M. F. Moura
2005	—	`conf`	Performance analysis of the filtered backprojection image reconstruction algorithms. ICASSP (5) Thammanit Pipatsrisawat, Aca Gacic, Franz Franchetti, Markus Püschel, José M. F. Moura
2005	—	`conf`	Robust reorientation of 2D shapes using the orientation indicator index. ICASSP (2) Victor H. S. Ha, José M. F. Moura
2005	J	`jnl`	SPIRAL: Code Generation for DSP Transforms. Proc. IEEE Markus Püschel, José M. F. Moura, Jeremy R. Johnson, David A. Padua, Manuela M. Veloso, Bryan Singer, Jianxin Xiong, Franz Franchetti, Aca Gacic, Yevgen Voronenko, Kang Chen, Robert W. Johnson, Nicholas Rizzolo
2005	J	`jnl`	STACS: new active contour scheme for cardiac MR image segmentation. IEEE Trans. Medical Imaging Charnchai Pluempitiwiriyawej, José M. F. Moura, Yi-Jen Lin Wu, Chien Ho
2005	—	`conf`	Saddlepoint approximation for sensor network optimization. ICASSP (4) Saeed A. Aldosari, José M. F. Moura
2005	—	`conf`	Single antenna time reversal adaptive interference cancellation. ICASSP (4) José M. F. Moura, Yuanwei Jin, Daniel D. Stancil, Jian-Gang Zhu, Ahmet G. Cepni, Yi Jiang, Benjamin E. Henty
2005	J	`jnl`	Special Issue on Program Generation, Optimization, and Platform Adaptation. Proc. IEEE José M. F. Moura, Markus Püschel, David A. Padua, Jack J. Dongarra
2004	—	`conf`	A GLRT and bootstrap approach to detection in magnetic resonance force microscopy. ICASSP (2) Pei-Jung Chung, José M. F. Moura
2004	—	`conf`	A class of structured LDPC codes with large girth. ICC Jin Lu, José M. F. Moura, Urs Niesen
2004	—	`conf`	Automatically generated high-performance code for discrete wavelet transforms. ICASSP (5) Aca Gacic, Markus Püschel, José M. F. Moura
2004	—	`conf`	Cardiac MR Image Segmentation: Quality Assessment of STACS. ISBI Charnchai Pluempitiwiriyawej, José M. F. Moura, Yi-Jen Lin Wu, Chien Ho
2004	—	`conf`	Contrast-Invariant Registration of Cardiac and Renal MR Perfusion Images. MICCAI (1) Ying Sun, Marie-Pierre Jolly, José M. F. Moura
2004	—	`conf`	Detection in decentralized sensor networks. ICASSP (2) Saeed A. Aldosari, José M. F. Moura
2004	—	`conf`	Estimation in virtual sensor-actuator arrays using reduced-order physical models. CDC Haotian Zhang, Bruce H. Krogh, José M. F. Moura, Wei Zhang
2004	—	`conf`	Fusion in sensor networks with communication constraints. IPSN Saeed A. Aldosari, José M. F. Moura
2004	—	`conf`	Fusion in sensor networks: convergence study. ICASSP (3) Elijah C. Liu, José M. F. Moura
2004	—	`conf`	Geometry based designs of LDPC codes. ICC Haotian Zhang, José M. F. Moura
2004	B	`conf`	Grouping-and-shifting designs for structured LDPC codes with large girth. ISIT Jin Lu, José M. F. Moura, Urs Niesen
2004	B	`conf`	Integrated registration of dynamic renal perfusion MR images. ICIP Ying Sun, Marie-Pierre Jolly, José M. F. Moura
2004	J	`jnl`	Iterative, soft signal processing for digital communications - From the guest editors. IEEE Signal Process. Mag. Aleksandar Kavcic, José M. F. Moura, Vijayakumar Bhagavatula
2004	—	`conf`	Reconstruction of 3D Dense Cardiac Motion From Tagged MR Sequences. ISBI Hsun-Hsien Chang, José M. F. Moura, Yi-Jen Lin Wu, Kazuya Sato, Chien Ho
2004	J	`jnl`	Special issue on computer algebra and signal processing: forward by the guest editors. J. Symb. Comput. Jeremy R. Johnson, José M. F. Moura, Markus Püschel, Daniel N. Rockmore
2004	J	`jnl`	Spiral: A Generator for Platform-Adapted Libraries of Signal Processing Alogorithms. Int. J. High Perform. Comput. Appl. Markus Püschel, José M. F. Moura, Bryan Singer, Jianxin Xiong, Jeremy Johnson, David A. Padua, Manuela M. Veloso, Robert W. Johnson
2004	J	`jnl`	Structured low-density parity-check codes. IEEE Signal Process. Mag. José M. F. Moura, Jin Lu, Haotian Zhang
2004	—	`conf`	Subpixel Registration in Renal Perfusion MR Image Sequence. ISBI Ying Sun, José M. F. Moura, Chien Ho
2004	B	`conf`	Three-dimensional intrinsic shape. ICIP Victor H. S. Ha, José M. F. Moura
2003	—	`conf`	Efficient 2D shape orientation. ICIP (1) Victor H. S. Ha, José M. F. Moura
2003	—	`conf`	Fast automatic software implementations of FIR filters. ICASSP (2) Aca Gacic, Markus Püschel, José M. F. Moura
2003	—	`conf`	Intelligent sensor fusion: a graphical model approach. ICASSP (6) José M. F. Moura, Jin Lu, Marius Kleiner
2003	J	`jnl`	Rank 1 Weighted Factorization for 3D Structure Recovery: Algorithms and Performance Analysis. IEEE Trans. Pattern Anal. Mach. Intell. Pedro M. Q. Aguiar, José M. F. Moura
2003	—	`conf`	Stochastic active contour for cardiac MR image segmentation. ICIP (2) Charnchai Pluempitiwiriyawej, José M. F. Moura, Yi-Jen Lin Wu, Shinichi Kanno, Chien Ho
2003	J	`jnl`	The Algebraic Approach to the Discrete Cosine and Sine Transforms and Their Fast Algorithms. SIAM J. Comput. Markus Püschel, José M. F. Moura
2003	B	`conf`	The design of structured regular LDPC codes with large girth. GLOBECOM Haotian Zhang, José M. F. Moura
2002	C	`conf`	3D rigid structure from video: what are "easy" shapes and "good" motions? IEEE Workshop on Multimedia Signal Processing Mário Q. Aguiar, José M. F. Moura
2002	—	`conf`	Bayesian smoothing and filtering for multiframe, multiaspect target detection and tracking. ICIP (1) Marcelo G. S. Bruno, José M. F. Moura
2002	Misc	`conf`	Clutter adaptive tracking of multiaspect targets in IRAR imagery. ICASSP Marcelo G. S. Bruno, José M. F. Moura
2002	Misc	`conf`	Fast inversion of L-block banded matrices and their inverses. ICASSP Amir Asif, José M. F. Moura
2002	—	`conf`	Kidney segmentation in MRI sequences using temporal dynamics. ISBI Ying Sun, José M. F. Moura, Dewen Yang, Qing Ye, Chien Ho
2001	Misc	`conf`	Affine invariant wavelet transform. ICASSP Victor H. S. Ha, José M. F. Moura
2001	J	`jnl`	Closed-form correlative coding (CFC IEEE Trans. Signal Process. João Manuel Freitas Xavier, Victor A. N. Barroso, José M. F. Moura
2001	Misc	`conf`	Clutter adaptive multiframe detection/tracking of random signature targets. ICASSP Marcelo G. S. Bruno, José M. F. Moura
2001	J	`jnl`	Efficient detection in hyperspectral imagery. IEEE Trans. Image Process. Susan M. Schweizer, José M. F. Moura
2001	Misc	`conf`	Fast Automatic Generation of DSP Algorithms. International Conference on Computational Science (1) Markus Püschel, Bryan Singer, Manuela M. Veloso, José M. F. Moura
2001	—	`conf`	Image motion estimation-convergence and error analysis. ICIP (2) Pedro M. Q. Aguiar, José M. F. Moura
2001	—	`conf`	Maximum Likelihood Estimation of the Template of a Rigid Moving Object. EMMCVPR Pedro M. Q. Aguiar, José M. F. Moura
2001	Misc	`conf`	Ocean acoustic tomography structured covariance estimation. ICASSP Sébastien Bausson, José M. F. Moura, Didier Mauuary
2001	J	`jnl`	Three-dimensional modeling from two-dimensional video. IEEE Trans. Image Process. Pedro M. Q. Aguiar, José M. F. Moura
2000	J	`jnl`	A good read. IEEE Trans. Speech Audio Process. José M. F. Moura
2000	J	`jnl`	A good read. IEEE Trans. Image Process. José M. F. Moura
2000	J	`jnl`	A good read. IEEE Trans. Signal Process. José M. F. Moura
2000	J	`jnl`	Hyperspectral imagery: Clutter adaptation in anomaly detection. IEEE Trans. Inf. Theory Susan M. Schweizer, José M. F. Moura
2000	J	`jnl`	Introduction to the special issue on information-theoretic imaging. IEEE Trans. Inf. Theory Donald L. Snyder, Alfred O. Hero III, Pierre Moulin, José M. F. Moura, Joseph A. O'Sullivan
2000	Misc	`conf`	Inversion of block matrices with block banded inverses: application to Kalman-Bucy filtering. ICASSP Amir Asif, José M. F. Moura
2000	J	`jnl`	Matrices with banded inverses: Inversion algorithms and factorization of Gauss-Markov processes. IEEE Trans. Inf. Theory Aleksandar Kavcic, José M. F. Moura
2000	B	`conf`	Multiframe Bayesian Tracking of Cluttered Targets with Random Motion. ICIP Marcelo G. S. Bruno, José M. F. Moura
2000	Misc	`conf`	Optimal multiframe detection and tracking in digital image sequences. ICASSP Marcelo G. S. Bruno, José M. F. Moura
2000	J	`jnl`	The Viterbi algorithm and Markov noise memory. IEEE Trans. Inf. Theory Aleksandar Kavcic, José M. F. Moura
2000	Misc	`conf`	The fully adaptive GMRF anomaly detector for hyperspectral imagery. ICASSP Susan M. Thornton, José M. F. Moura
2000	B	`conf`	Weighted Factorization. ICIP Pedro M. Q. Aguiar, José M. F. Moura
1999	—	`conf`	A Fast Algorithm for Rigid Structure from Image Sequences. ICIP (3) Pedro M. Q. Aguiar, José M. F. Moura
1999	J	`jnl`	Capture and Representation of Human Walking in Live Video Sequences. IEEE Trans. Multim. Jia-Ching Cheng, José M. F. Moura
1999	J	`jnl`	Data assimilation in large time-varying multidimensional fields. IEEE Trans. Image Process. Amir Asif, José M. F. Moura
1999	A*	`conf`	Factorization as a Rank 1 Problem. CVPR Pedro M. Q. Aguiar, José M. F. Moura
1999	C	`conf`	Fast 3D modeling from video. MMSP Pedro M. Q. Aguiar, José M. F. Moura
1999	J	`jnl`	Matching wavelet packets to Gaussian random processes. IEEE Trans. Signal Process. Nirmal Keshava, José M. F. Moura
1999	—	`conf`	Maximum Likelihood Inference of 3D Structure from Image Sequences. EMMCVPR Pedro M. Q. Aguiar, José M. F. Moura
1999	Misc	`conf`	Multi-stage adaptive predistortion of HPA saturation effects for digital television transmission. ICASSP John T. Stonick, Virginia L. Stonick, José M. F. Moura
1999	Misc	`conf`	Performance of the optimal nonlinear detector/tracker in clutter. ICASSP Marcelo G. S. Bruno, José M. F. Moura
1998	J	`jnl`	Ambiguity in radar and sonar. IEEE Trans. Signal Process. Maria-João D. Rendas, José M. F. Moura
1998	J	`jnl`	Automatic Recognition of Human Walking in Monocular Image Sequences. J. VLSI Signal Process. Jia-Ching Cheng, José M. F. Moura
1998	J	`jnl`	Blind array channel division multiple access (AChDMA) for mobile communications. IEEE Trans. Signal Process. Victor A. N. Barroso, José M. F. Moura, João Manuel Freitas Xavier
1998	C	`conf`	Capture and synthesis of human motion in video sequences. MMSP Jia-Ching Cheng, José M. F. Moura
1998	J	`jnl`	Closed-form blind channel identification and source separation in SDMA systems through correlative coding. IEEE J. Sel. Areas Commun. João Manuel Freitas Xavier, Victor A. N. Barroso, José M. F. Moura
1998	Misc	`conf`	Closed-form blind identification of MIMO channels. ICASSP João M. F. Xavier, Victor A. N. Barroso, José M. F. Moura
1998	J	`jnl`	DCT/DST and Gauss-Markov fields: conditions for equivalence. IEEE Trans. Signal Process. José M. F. Moura, Marcelo G. S. Bruno
1998	J	`jnl`	Focused detection via multiresolution analysis. IEEE Trans. Signal Process. Chuang He, José M. F. Moura
1998	Misc	`conf`	Modeling and detection in hyperspectral imagery. ICASSP Susan M. Schweizer, José M. F. Moura
1998	J	`jnl`	Scaling functions robust to translations. IEEE Trans. Signal Process. Steven A. Benno, José M. F. Moura
1998	—	`conf`	Signal-dependent correlation-sensitive branch metrics for Viterbi-like sequence detectors. ICC Aleksandar Kavcic, José M. F. Moura
1998	—	`conf`	Video Representation via 3D Shaped Mosaics. ICIP (1) Pedro M. Q. Aguiar, José M. F. Moura
1998	J	`jnl`	Video representation with three-dimensional entities. IEEE J. Sel. Areas Commun. Fernando C. M. Martins, José M. F. Moura
1997	—	`conf`	Detecting and Solving Template Ambiguities in Motion Segmentation. ICIP (2) Pedro M. Q. Aguiar, José M. F. Moura
1997	Misc	`conf`	Detection of multipath random signals by multiresolution subspace design. ICASSP Chuang He, José M. F. Moura
1997	Misc	`conf`	Fast recursive reconstruction of large time varying multidimensional fields. ICASSP Amir Asif, José M. F. Moura
1997	J	`jnl`	Gauss-Markov random fields (CMrf) with continuous indices. IEEE Trans. Inf. Theory José M. F. Moura, Sauraj Goswami
1997	C	`conf`	Model-based recognition of human walking in dynamic scenes. MMSP Jia-Ching Cheng, José M. F. Moura
1997	J	`jnl`	On Translation Invariant Subspaces and Critically Sampled Wavelet Transforms. Multidimens. Syst. Signal Process. Steven A. Benno, José M. F. Moura
1997	J	`jnl`	Robust detection with the gap metric. IEEE Trans. Signal Process. Chuang He, José M. F. Moura
1997	Misc	`conf`	Terrain classification in polarimetric SAR using wavelet packets. ICASSP Nirmal Keshava, José M. F. Moura
1997	—	`conf`	Tracking Human Walking in Dynamic Scenes. ICIP (1) Jia-Ching Cheng, José M. F. Moura
1996	Misc	`conf`	Gap detector for multipath. ICASSP Chuang He, José M. F. Moura, Steven A. Benno
1996	J	`jnl`	Image codec by noncausal prediction, residual mean removal, and cascaded VQ. IEEE Trans. Circuits Syst. Video Technol. Amir Asif, José M. F. Moura
1996	—	`conf`	Incremental motion segmentation in low texture. ICIP (1) Pedro M. Q. Aguiar, José M. F. Moura
1996	J	`jnl`	Noncausal predictive image codec. IEEE Trans. Image Process. Nikhil Balram, José M. F. Moura
1996	Misc	`conf`	Nonlinear editing by Generative Video. ICASSP Radu S. Jasinschi, José M. F. Moura
1996	J	`jnl`	Retrieving quality video across heterogeneous networks. Video over wireless. IEEE Wirel. Commun. José M. F. Moura, Radu S. Jasinschi, Hirohisa Shiojiri, Jyh-Cherng Lin
1995	B	`conf`	3-D video compositing: towards a compact representation for video sequences. ICIP Fernando C. M. Martins, José M. F. Moura
1995	Misc	`conf`	Assimilation of satellite data in beta-plane ocean circulation models. ICASSP Amir Asif, José M. F. Moura
1995	B	`conf`	Content-based video sequence representation. ICIP Radu S. Jasinschi, José M. F. Moura
1995	Misc	`conf`	Environmental limits to source localization. ICASSP José M. F. Moura, Maria-João Rendas, Georges Bienvenu
1995	Misc	`conf`	Memoryless polynomial adaptive predistortion [TV transmitters]. ICASSP John T. Stonick, Virginia L. Stonick, José M. F. Moura, R. Sam Zborowski
1995	Misc	`conf`	Nearly shiftable scaling functions. ICASSP Steven A. Benno, José M. F. Moura
1995	Misc	`conf`	Video compression via constructs. ICASSP Radu S. Jasinschi, José M. F. Moura, Jia-Ching Cheng, Amir Asif
1994	—	`conf`	Nonlinear phase estimators based on the Kullback distance. ICASSP (4) José M. N. Leitão, José M. F. Moura
1994	J	`jnl`	l IEEE Trans. Signal Process. Victor A. N. Barroso, José M. F. Moura
1993	—	`ch.`	15 Statistical algorithms for noncausal Gauss-Markov fields. Signal Processing and its Applications José M. F. Moura, Nikhil Balram
1993	J	`jnl`	Noncausal Gauss Markov random fields: Parameter structure and estimation. IEEE Trans. Inf. Theory Nikhil Balram, José M. F. Moura
1993	—	`conf`	Predictive coding using noncausal models. ICASSP (5) Nikhil Balram, José M. F. Moura
1992	Misc	`conf`	Ambiguity structure of multipath channels. ICASSP Maria-João D. Rendas, José M. F. Moura
1992	Misc	`conf`	An ML algorithm for outliers detection and source localization. ICASSP Victor A. N. Barroso, José M. F. Moura
1992	A*	`conf`	Continuous Media Communication with Dynamic QOS Control Using ARTS with an FDDI Network. SIGCOMM Hideyuki Tokuda, Yoshito Tobe, Stephen T.-C. Chou, José M. F. Moura
1992	Misc	`conf`	Parameter estimation in 2D fields. ICASSP Nikhil Balram, José M. F. Moura
1992	J	`jnl`	Recursive structure of noncausal Gauss-Markov random fields. IEEE Trans. Inf. Theory José M. F. Moura, Nikhil Balram
1991	Misc	`conf`	Ambiguity analysis in source localization with unknown signals. ICASSP Maria-João Rendas, José M. F. Moura
1991	J	`jnl`	Cramer-Rao bound for location systems in multipath environments. IEEE Trans. Signal Process. Maria-João D. Rendas, José M. F. Moura
1991	J	`jnl`	LD IEEE Trans. Signal Process. M. Isabel Ribeiro, José M. F. Moura
1991	Misc	`conf`	Maximum likelihood beamforming in the presence of outliers. ICASSP Victor A. N. Barroso, José M. F. Moura
1991	J	`jnl`	Multisource delay estimation: nonstationary signals [underwater acoustics]. IEEE Trans. Signal Process. Isabel M. G. Lourtie, José M. F. Moura
1991	Misc	`conf`	Recursive enhancement of noncausal images. ICASSP Nikhil Balram, José M. F. Moura
1990	Misc	`conf`	Cramer-Rao bounds for passive range and depth in a vertically inhomogeneous medium. ICASSP Maria-João Rendas, José M. F. Moura
1990	Misc	`conf`	Detection performance of the L ICASSP Victor A. N. Barroso, José M. F. Moura
1989	Misc	`conf`	Adaptive beamforming as an inverse problem. ICASSP Victor Barroso, José M. F. Moura
1989	J	`jnl`	Alternate bounds on the resolvability constraints of spatial smoothing. IEEE Trans. Acoust. Speech Signal Process. Maria-João D. Rendas, José M. F. Moura
1989	Misc	`conf`	Comparison of two ARMA estimators. ICASSP M. Isabel Ribeiro, Josiane Zerubia, José M. F. Moura, Gérard Alengrin
1989	Misc	`conf`	Resolving narrowband coherent paths with non-uniform arrays. ICASSP Maria-João D. Rendas, José M. F. Moura
1989	Misc	`conf`	Sensitivity of range localization in a multipath environment. ICASSP José M. F. Moura, Maria-João D. Rendas
1988	Misc	`conf`	ARMA processes: order estimation. ICASSP M. Isabel Ribeiro, José M. F. Moura
1988	Misc	`conf`	Optimal estimation of time-varying delay. ICASSP Isabel M. G. Lourtie, José M. F. Moura
1988	A	`conf`	Parallel processing on supercomputers: a set of computional experiments. SC Nikhil Balram, C. Belo, José M. F. Moura
1988	Misc	`conf`	Path resolution by coherent averaging: trading spatial and temporal degrees of freedom. ICASSP Maria-João D. Rendas, José M. F. Moura
1988	J	`jnl`	Phase unwrapping of signals propagated under the Arctic ice crust: a statistical approach. IEEE Trans. Acoust. Speech Signal Process. José M. F. Moura, Arthur B. Baggeroer
1987	Misc	`conf`	Dual algorithm for ARMA spectrum estimation. ICASSP M. Isabel Ribeiro, José M. F. Moura
1985	Misc	`conf`	Time delay determination: Maximum likelihood and Kalman-Bucy type structures. ICASSP Isabel M. G. Lourtie, José M. F. Moura
1983	J	`jnl`	A Monte Carlo study of absolute phase determination. IEEE Trans. Inf. Theory Richard S. Bucy, José M. F. Moura, A. J. Mallinckrodt
1983	J	`jnl`	Nonlinear Filtering and Array Computation. Computer Richard S. Bucy, Frank Ghovanlou, José M. F. Moura, Kenneth D. Senne
1982	Misc	`conf`	Recursive techniques for passive source location. ICASSP José M. F. Moura