Soummya Kar - RankMe

369 papers A* 3A 3B 11C 7Misc 32Journal 225Unranked 88

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Distributed Gradient Clustering: Convergence and the Effect of Initialization. CoRR Aleksandar Armacki, Himkant Sharma, Dragana Bajovic, Dusan Jakovetic, Mrityunjoy Chakraborty, Soummya Kar
2026	J	`jnl`	Large Deviation Upper Bounds and Improved MSE Rates of Nonlinear SGD: Heavy-Tailed Noise and Power of Symmetry. SIAM J. Optim. Aleksandar Armacki, Shuhua Yu, Dragana Bajovic, Dusan Jakovetic, Soummya Kar
2026	J	`jnl`	Tackling heavy-tailed noise in distributed estimation: Asymptotic performance and tradeoffs. CoRR Dragana Bajovic, Dusan Jakovetic, Soummya Kar, Manojlo Vukovic
2026	J	`jnl`	Tight Long-Term Tail Decay of (Clipped) SGD in Non-Convex Optimization. CoRR Aleksandar Armacki, Dragana Bajovic, Dusan Jakovetic, Soummya Kar, Ali H. Sayed
2025	J	`jnl`	A Systematic Mapping Study on Quantum and Quantum-inspired Algorithms in Operations Research. ACM Comput. Surv. Cláudio Gomes, João Paulo Fernandes, Gabriel Falcão, Soummya Kar, Sridhar Tayur
2025	J	`jnl`	Clustered Control of Transition-Independent MDPs. IEEE Trans. Control. Netw. Syst. Carmel Fiscko, Soummya Kar, Bruno Sinopoli
2025	J	`jnl`	Computational Imaging for Long-Term Prediction of Solar Irradiance. IEEE Trans. Pattern Anal. Mach. Intell. Leron K. Julian, Haejoon Lee, Soummya Kar, Aswin C. Sankaranarayanan
2025	J	`jnl`	Cyber-Resilient System Identification for Power Grid through Bayesian Integration. CoRR Shimiao Li, Guannan Qu, Bryan Hooi, Vyas Sekar, Soummya Kar, Lawrence T. Pileggi
2025	—	`conf`	Decentralized Local Voltage Control for Active Distribution Networks. SmartGridComm Diana Vieira Fernandes, Soummya Kar, Carlos Santos Silva
2025	J	`jnl`	Decentralized Local Voltage Control for Active Distribution Networks. CoRR Diana Vieira Fernandes, Soummya Kar, Carlos Santos Silva
2025	J	`jnl`	Decentralized Nonconvex Optimization under Heavy-Tailed Noise: Normalization and Optimal Convergence. CoRR Shuhua Yu, Dusan Jakovetic, Soummya Kar
2025	J	`jnl`	Distributed Center-Based Clustering: A Unified Framework. IEEE Trans. Signal Process. Aleksandar Armacki, Dragana Bajovic, Dusan Jakovetic, Soummya Kar
2025	J	`jnl`	Distributed gradient methods under heavy-tailed communication noise. CoRR Manojlo Vukovic, Dusan Jakovetic, Dragana Bajovic, Soummya Kar
2025	A	`conf`	High-probability Convergence Bounds for Online Nonlinear Stochastic Gradient Descent under Heavy-tailed Noise. AISTATS Aleksandar Armacki, Shuhua Yu, Pranay Sharma, Gauri Joshi, Dragana Bajovic, Dusan Jakovetic, Soummya Kar
2025	J	`jnl`	Model-Free Learning and Optimal Policy Design in Multiagent MDPs Under Probabilistic Agent Dropout. IEEE Trans. Control. Netw. Syst. Carmel Fiscko, Soummya Kar, Bruno Sinopoli
2025	J	`jnl`	Multi-Period Sparse Optimization for Proactive Grid Blackout Diagnosis. CoRR Qinghua Ma, Reetam Sen Biswas, Denis Osipov, Guannan Qu, Soummya Kar, Shimiao Li
2025	J	`jnl`	Optimal High-probability Convergence of Nonlinear SGD under Heavy-tailed Noise via Symmetrization. CoRR Aleksandar Armacki, Dragana Bajovic, Dusan Jakovetic, Soummya Kar
2025	J	`jnl`	Safe Driving in Occluded Environments. CoRR Zhuoyuan Wang, Tongyao Jia, Pharuj Rajborirug, Neeraj Ramesh, Hiroyuki Okuda, Tatsuya Suzuki, Soummya Kar, Yorie Nakahira
2025	J	`jnl`	Stability Analysis of a B-Spline Deep Neural Operator for Nonlinear Systems. CoRR Raffaele Romagnoli, Soummya Kar
2025	J	`jnl`	Test-Time Scaling in Diffusion LLMs via Hidden Semi-Autoregressive Experts. CoRR Jihoon Lee, Hoyeon Moon, Kevin Zhai, Arun Kumar Chithanar, Anit Kumar Sahu, Soummya Kar, Chul Lee, Souradip Chakraborty, Amrit Singh Bedi
2025	—	`conf`	Toward Understanding the Improved Robustness to Initialization in Distributed Clustering. EUSIPCO Aleksandar Armacki, Soummya Kar
2024	J	`jnl`	A One-Shot Framework for Distributed Clustered Learning in Heterogeneous Environments. IEEE Trans. Signal Process. Aleksandar Armacki, Dragana Bajovic, Dusan Jakovetic, Soummya Kar
2024	J	`jnl`	A Unified Framework for Gradient-based Clustering of Distributed Data. CoRR Aleksandar Armacki, Dragana Bajovic, Dusan Jakovetic, Soummya Kar
2024	J	`jnl`	Computational Imaging for Long-Term Prediction of Solar Irradiance. CoRR Leron K. Julian, Haejoon Lee, Soummya Kar, Aswin C. Sankaranarayanan
2024	—	`conf`	Distributed Gradient Clustering: Convergence and the Effect of Initialization. IEEECONF Aleksandar Armacki, Himkant Sharma, Dragana Bajovic, Dusan Jakovetic, Mrityunjoy Chakraborty, Soummya Kar
2024	J	`jnl`	Distributed Sign Momentum with Local Steps for Training Transformers. CoRR Shuhua Yu, Ding Zhou, Cong Xie, An Xu, Zhi Zhang, Xin Liu, Soummya Kar
2024	J	`jnl`	Large Deviations and Improved Mean-squared Error Rates of Nonlinear SGD: Heavy-tailed Noise and Power of Symmetry. CoRR Aleksandar Armacki, Shuhua Yu, Dragana Bajovic, Dusan Jakovetic, Soummya Kar
2024	Misc	`conf`	Learning Dynamics of Low-Precision Clipped SGD with Momentum. ICASSP Roula Nassif, Soummya Kar, Stefan Vlaski
2024	J	`jnl`	Nonlinear Consensus+Innovations under Correlated Heavy-Tailed Noises: Mean Square Convergence Rate and Asymptotics. SIAM J. Control. Optim. Manojlo Vukovic, Dusan Jakovetic, Dragana Bajovic, Soummya Kar
2024	J	`jnl`	Nonlinear Stochastic Gradient Descent and Heavy-tailed Noise: A Unified Framework and High-probability Guarantees. CoRR Aleksandar Armacki, Shuhua Yu, Pranay Sharma, Gauri Joshi, Dragana Bajovic, Dusan Jakovetic, Soummya Kar
2024	—	`conf`	Peer-to-Peer (P2P) Electricity Markets for Low Voltage Networks. SmartGridComm Diana Vieira Fernandes, Nicolas Christin, Soummya Kar
2024	J	`jnl`	Privacy-Preserving Average Consensus Through Network Augmentation. IEEE Trans. Autom. Control. Guilherme Ramos, António Pedro Aguiar, Soummya Kar, Sérgio Pequito
2024	J	`jnl`	Sample-Optimal Zero-Violation Safety For Continuous Control. CoRR Ritabrata Ray, Yorie Nakahira, Soummya Kar
2024	—	`conf`	Vehicle-to-Vehicle Charging: Model, Complexity, and Heuristics. SmartGridComm Cláudio Gomes, João Paulo Fernandes, Gabriel Falcão, Soummya Kar, Sridhar Tayur
2024	J	`jnl`	Vehicle-to-Vehicle Charging: Model, Complexity, and Heuristics. CoRR Cláudio Gomes, João Paulo Fernandes, Gabriel Falcão, Soummya Kar, Sridhar Tayur
2023	J	`jnl`	An Equivalent Circuit Workflow for Unconstrained Optimization. CoRR Aayushya Agarwal, Carmel Fiscko, Soummya Kar, Larry T. Pileggi, Bruno Sinopoli
2023	—	`conf`	Communication Efficient Model-Aware Federated Learning for Visual Crowd Counting and Density Estimation in Smart Cities. EUSIPCO Aleksandar Armacki, Nemanja Milosevic, Dragana Bajovic, Soummya Kar, Dusan Jakovetic, Arian Bakhtiarnia, Lukas Esterle, Adrian Muscat, Thomas Festi
2023	J	`jnl`	Corrected: On Confident Policy Evaluation for Factored Markov Decision Processes with Node Dropouts. CoRR Carmel Fiscko, Soummya Kar, Bruno Sinopoli
2023	J	`jnl`	Distributed Recursive Estimation under Heavy-Tail Communication Noise. SIAM J. Control. Optim. Dusan Jakovetic, Manojlo Vukovic, Dragana Bajovic, Anit Kumar Sahu, Soummya Kar
2023	J	`jnl`	High-probability Convergence Bounds for Nonlinear Stochastic Gradient Descent Under Heavy-tailed Noise. CoRR Aleksandar Armacki, Pranay Sharma, Gauri Joshi, Dragana Bajovic, Dusan Jakovetic, Soummya Kar
2023	J	`jnl`	Large Deviations for Products of Non-Identically Distributed Network Matrices With Applications to Communication-Efficient Distributed Learning and Inference. IEEE Trans. Signal Process. Nemanja Petrovic, Dragana Bajovic, Soummya Kar, Dusan Jakovetic, Anit Kumar Sahu
2023	A	`conf`	Large deviations rates for stochastic gradient descent with strongly convex functions. AISTATS Dragana Bajovic, Dusan Jakovetic, Soummya Kar
2023	—	`conf`	Maximizing Reachability in Factored MDPs via Near-Optimal Clustering with Applications to Control of Multi-Agent Systems. CDC Carmel Fiscko, Soummya Kar, Bruno Sinopoli
2023	J	`jnl`	Mean-Field Approximations for Stochastic Population Processes with Heterogeneous Interactions. SIAM J. Control. Optim. Anirudh Sridhar, Soummya Kar
2023	J	`jnl`	Model-Free Learning and Optimal Policy Design in Multi-Agent MDPs Under Probabilistic Agent Dropout. CoRR Carmel Fiscko, Soummya Kar, Bruno Sinopoli
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`	Nonlinear Gradient Mappings and Stochastic Optimization: A General Framework with Applications to Heavy-Tail Noise. SIAM J. Optim. Dusan Jakovetic, Dragana Bajovic, Anit Kumar Sahu, Soummya Kar, Nemanja Milosevic, Dusan Stamenkovic
2023	J	`jnl`	Secure Distributed Optimization Under Gradient Attacks. IEEE Trans. Signal Process. Shuhua Yu, Soummya Kar
2023	J	`jnl`	Smoothed Gradient Clipping and Error Feedback for Distributed Optimization under Heavy-Tailed Noise. CoRR Shuhua Yu, Dusan Jakovetic, Soummya Kar
2023	J	`jnl`	Towards Hyperparameter-Agnostic DNN Training via Dynamical System Insights. CoRR Carmel Fiscko, Aayushya Agarwal, Yihan Ruan, Soummya Kar, Larry T. Pileggi, Bruno Sinopoli
2023	Misc	`conf`	Variance Reduced Stochastic Optimization Over Directed Graphs with Row and Column Stochastic Weights. ACSSC Muhammad I. Qureshi, Ran Xin, Soummya Kar, Usman A. Khan
2022	J	`jnl`	A Fast Randomized Incremental Gradient Method for Decentralized Nonconvex Optimization. IEEE Trans. Autom. Control. Ran Xin, Usman A. Khan, Soummya Kar
2022	J	`jnl`	A Fully Decentralized Tuning-free Inexact Projection Method for P2P Energy Trading. CoRR Meiyi Li, Javad Mohammadi, Soummya Kar
2022	J	`jnl`	Cluster-Based Control of Transition-Independent MDPs. CoRR Carmel Fiscko, Soummya Kar, Bruno Sinopoli
2022	J	`jnl`	Distributed Gradient Flow: Nonsmoothness, Nonconvexity, and Saddle Point Evasion. IEEE Trans. Autom. Control. Brian Swenson, Ryan W. Murray, H. Vincent Poor, Soummya Kar
2022	J	`jnl`	Distributed Stochastic Gradient Descent: Nonconvexity, Nonsmoothness, and Convergence to Local Minima. J. Mach. Learn. Res. Brian Swenson, Ryan Murray, H. Vincent Poor, Soummya Kar
2022	J	`jnl`	ECCO: Equivalent Circuit Controlled Optimization. CoRR Aayushya Agarwal, Carmel Fiscko, Soummya Kar, Larry T. Pileggi, Bruno Sinopoli
2022	J	`jnl`	Fast Decentralized Nonconvex Finite-Sum Optimization with Recursive Variance Reduction. SIAM J. Optim. Ran Xin, Usman A. Khan, Soummya Kar
2022	A*	`conf`	Gradient Based Clustering. ICML Aleksandar Armacki, Dragana Bajovic, Dusan Jakovetic, Soummya Kar
2022	J	`jnl`	Gradient Based Clustering. CoRR Aleksandar Armacki, Dragana Bajovic, Dusan Jakovetic, Soummya Kar
2022	—	`conf`	Identifying Impactful Agents Via Faux Adversarial Games. Allerton Carmel Fiscko, Soummya Kar, Bruno Sinopoli
2022	J	`jnl`	Large deviations rates for stochastic gradient descent with strongly convex functions. CoRR Dragana Bajovic, Dusan Jakovetic, Soummya Kar
2022	J	`jnl`	Matcha: A Matching-Based Link Scheduling Strategy to Speed up Distributed Optimization. IEEE Trans. Signal Process. Jianyu Wang, Anit Kumar Sahu, Gauri Joshi, Soummya Kar
2022	J	`jnl`	Networked Signal and Information Processing. CoRR Stefan Vlaski, Soummya Kar, Ali H. Sayed, José M. F. Moura
2022	J	`jnl`	Nonlinear consensus+innovations under correlated heavy-tailed noises: Mean square convergence rate and asymptotics. CoRR Manojlo Vukovic, Dusan Jakovetic, Dragana Bajovic, Soummya Kar
2022	J	`jnl`	Nonlinear gradient mappings and stochastic optimization: A general framework with applications to heavy-tail noise. CoRR Dusan Jakovetic, Dragana Bajovic, Anit Kumar Sahu, Soummya Kar, Nemanja Milosevic, Dusan Stamenkovic
2022	J	`jnl`	Numerical Comparisons of Linear Power Flow Approximations: Optimality, Feasibility, and Computation Time. CoRR Meiyi Li, Yuhan Du, Javad Mohammadi, Constance Crozier, Kyri Baker, Soummya Kar
2022	—	`conf`	On Confident Policy Evaluation for Factored Markov Decision Processes with Node Dropouts. CDC Carmel Fiscko, Soummya Kar, Bruno Sinopoli
2022	J	`jnl`	One-Shot Federated Learning for Model Clustering and Learning in Heterogeneous Environments. CoRR Aleksandar Armacki, Dragana Bajovic, Dusan Jakovetic, Soummya Kar
2022	—	`conf`	Personalized Federated Learning via Convex Clustering. ISC2 Aleksandar Armacki, Dragana Bajovic, Dusan Jakovetic, Soummya Kar
2022	J	`jnl`	Personalized Federated Learning via Convex Clustering. CoRR Aleksandar Armacki, Dragana Bajovic, Dusan Jakovetic, Soummya Kar
2022	J	`jnl`	Push-SAGA: A Decentralized Stochastic Algorithm With Variance Reduction Over Directed Graphs. IEEE Control. Syst. Lett. Muhammad I. Qureshi, Ran Xin, Soummya Kar, Usman A. Khan
2022	J	`jnl`	Secure Distributed Optimization Under Gradient Attacks. CoRR Shuhua Yu, Soummya Kar
2022	J	`jnl`	Variance reduced stochastic optimization over directed graphs with row and column stochastic weights. CoRR Muhammad I. Qureshi, Ran Xin, Soummya Kar, Usman A. Khan
2021	Misc	`conf`	A Decentralized Variance-Reduced Method for Stochastic Optimization Over Directed Graphs. ICASSP Muhammad I. Qureshi, Ran Xin, Soummya Kar, Usman A. Khan
2021	A*	`conf`	A Hybrid Variance-Reduced Method for Decentralized Stochastic Non-Convex Optimization. ICML Ran Xin, Usman A. Khan, Soummya Kar
2021	J	`jnl`	A hybrid variance-reduced method for decentralized stochastic non-convex optimization. CoRR Ran Xin, Usman A. Khan, Soummya Kar
2021	J	`jnl`	An Improved Convergence Analysis for Decentralized Online Stochastic Non-Convex Optimization. IEEE Trans. Signal Process. Ran Xin, Usman A. Khan, Soummya Kar
2021	J	`jnl`	Distributed design of deterministic discrete-time privacy preserving average consensus for multi-agent systems through network augmentation. CoRR Guilherme Ramos, A. Pedro Aguiar, Soummya Kar, Sérgio Pequito
2021	—	`conf`	Dynamic Median Consensus Over Random Networks. CDC Shuhua Yu, Yuan Chen, Soummya Kar
2021	J	`jnl`	Dynamic Median Consensus Over Random Networks. CoRR Shuhua Yu, Yuan Chen, Soummya Kar
2021	C	`conf`	Efficient Solutions for Targeted Control of Multi-Agent MDPs. ACC Carmel Fiscko, Soummya Kar, Bruno Sinopoli
2021	J	`jnl`	Mean-field Approximation for Stochastic Population Processes in Networks under Imperfect Information. CoRR Anirudh Sridhar, Soummya Kar
2021	J	`jnl`	On the Accuracy of Deterministic Models for Viral Spread on Networks. CoRR Anirudh Sridhar, Soummya Kar
2021	—	`conf`	Resilient decentralized optimization in multi-agent networks with data injection attack. ACSCC Shuhua Yu, Yuan Chen, Soummya Kar
2021	J	`jnl`	S-ADDOPT: Decentralized Stochastic First-Order Optimization Over Directed Graphs. IEEE Control. Syst. Lett. Muhammad I. Qureshi, Ran Xin, Soummya Kar, Usman A. Khan
2020	—	`conf`	A Circuit-Theoretic Approach to State Estimation. ISGT-Europe Shimiao Li, Amritanshu Pandey, Soummya Kar, Larry T. Pileggi
2020	J	`jnl`	A fast randomized incremental gradient method for decentralized non-convex optimization. CoRR Ran Xin, Usman A. Khan, Soummya Kar
2020	J	`jnl`	A near-optimal stochastic gradient method for decentralized non-convex finite-sum optimization. CoRR Ran Xin, Usman A. Khan, Soummya Kar
2020	J	`jnl`	An improved convergence analysis for decentralized online stochastic non-convex optimization. CoRR Ran Xin, Usman A. Khan, Soummya Kar
2020	—	`conf`	COHORT: Coordination of Heterogeneous Thermostatically Controlled Loads for Demand Flexibility. BuildSys Bingqing Chen, Jonathan Francis, Marco Pritoni, Soummya Kar, Mario Bergés
2020	J	`jnl`	COHORT: Coordination of Heterogeneous Thermostatically Controlled Loads for Demand Flexibility. CoRR Bingqing Chen, Jonathan Francis, Marco Pritoni, Soummya Kar, Mario Bergés
2020	J	`jnl`	Decentralized Stochastic Optimization and Machine Learning: A Unified Variance-Reduction Framework for Robust Performance and Fast Convergence. IEEE Signal Process. Mag. Ran Xin, Soummya Kar, Usman A. Khan
2020	J	`jnl`	Decentralized Zeroth-Order Constrained Stochastic Optimization Algorithms: Frank-Wolfe and Variants With Applications to Black-Box Adversarial Attacks. Proc. IEEE Anit Kumar Sahu, Soummya Kar
2020	J	`jnl`	Distributed Gradient Flow: Nonsmoothness, Nonconvexity, and Saddle Point Evasion. CoRR Brian Swenson, Ryan W. Murray, H. Vincent Poor, Soummya Kar
2020	J	`jnl`	Distributed Outage Detection in Power Distribution Networks. IEEE Trans. Smart Grid Ananth Narayan Samudrala, M. Hadi Amini, Soummya Kar, Rick S. Blum
2020	Misc	`conf`	Exploring the Error-Runtime Trade-off in Decentralized Optimization. ACSSC Jianyu Wang, Anit Kumar Sahu, Gauri Joshi, Soummya Kar
2020	Misc	`conf`	Finite-Time In-Network Computation of Linear Transforms. ACSSC Soummya Kar, Markus Püschel, José M. F. Moura
2020	—	`conf`	GT-SAGA: A fast incremental gradient method for decentralized finite-sum minimization. CDC Ran Xin, Boyue Li, Soummya Kar, Usman A. Khan
2020	J	`jnl`	Gradient tracking and variance reduction for decentralized optimization and machine learning. CoRR Ran Xin, Soummya Kar, Usman A. Khan
2020	J	`jnl`	Learning to Solve AC Optimal Power Flow by Differentiating through Holomorphic Embeddings. CoRR Henning Lange, Bingqing Chen, Mario Berges, Soummya Kar
2020	J	`jnl`	Push-SAGA: A decentralized stochastic algorithm with variance reduction over directed graphs. CoRR Muhammad I. Qureshi, Ran Xin, Soummya Kar, Usman A. Khan
2020	J	`jnl`	Regular potential games. Games Econ. Behav. Brian Swenson, Ryan W. Murray, Soummya Kar
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`	S-ADDOPT: Decentralized stochastic first-order optimization over directed graphs. CoRR Muhammad I. Qureshi, Ran Xin, Soummya Kar, Usman A. Khan
2020	J	`jnl`	Sensor Placement for Outage Identifiability in Power Distribution Networks. IEEE Trans. Smart Grid Ananth Narayan Samudrala, M. Hadi Amini, Soummya Kar, Rick S. Blum
2020	J	`jnl`	The economics of utility-scale portable energy storage systems in a high-renewable grid. CoRR Guannan He, Jeremy Michalek, Soummya Kar, Qixin Chen, Da Zhang, Jay F. Whitacre
2020	J	`jnl`	Variance-Reduced Decentralized Stochastic Optimization With Accelerated Convergence. IEEE Trans. Signal Process. Ran Xin, Usman A. Khan, Soummya Kar
2019	J	`jnl`	A Circuit-Theoretic Approach to State Estimation. CoRR Shimiao Li, Amritanshu Pandey, Soummya Kar, Larry T. Pileggi
2019	—	`conf`	Annealing for Distributed Global Optimization. CDC Brian Swenson, Soummya Kar, H. Vincent Poor, José M. F. Moura
2019	J	`jnl`	Clustering with Distributed Data. CoRR Soummya Kar, Brian Swenson
2019	B	`conf`	Coded Elastic Computing. ISIT Yaoqing Yang, Matteo Interlandi, Pulkit Grover, Soummya Kar, Saeed Amizadeh, Markus Weimer
2019	—	`conf`	Communication Efficient Distributed Estimation Over Directed Random Graphs. EUROCON Anit Kumar Sahu, Dusan Jakovetic, Dragana Bajovic, Soummya Kar
2019	J	`jnl`	Compressive Sensing and Morphology Singular Entropy-Based Real-Time Secondary Voltage Control of Multiarea Power Systems. IEEE Trans. Ind. Informatics Irfan Khan, Yinliang Xu, Soummya Kar, Mo-Yuen Chow, Vikram Bhattacharjee
2019	—	`conf`	Control of Parametric Games. ECC Carmel Fiscko, Brian Swenson, Soummya Kar, Bruno Sinopoli
2019	J	`jnl`	Corrigendum to "Selective strong structural minimum-cost resilient co-design for regular descriptor linear systems" [Automatica 102 (2019) 80-85]. Autom. Nipun Popli, Sérgio Pequito, Soummya Kar, A. Pedro Aguiar, Marija Ilic
2019	J	`jnl`	Decentralized Stochastic First-Order Methods for Large-scale Machine Learning. CoRR Ran Xin, Soummya Kar, Usman A. Khan
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	—	`conf`	Distributed Gradient Descent: Nonconvergence to Saddle Points and the Stable-Manifold Theorem. Allerton Brian Swenson, Ryan W. Murray, H. Vincent Poor, Soummya Kar
2019	J	`jnl`	Distributed Gradient Descent: Nonconvergence to Saddle Points and the Stable-Manifold Theorem. CoRR Brian Swenson, Ryan W. Murray, H. Vincent Poor, Soummya Kar
2019	J	`jnl`	Distributed Holistic Framework for Smart City Infrastructures: Tale of Interdependent Electrified Transportation Network and Power Grid. IEEE Access M. Hadi Amini, Javad Mohammadi, Soummya Kar
2019	—	`conf`	Distributed Intelligent Algorithm for Interdependent Electrified Transportation and Power Networks. DIVANet M. Hadi Amini, Javad Mohammadi, Soummya Kar
2019	Misc	`conf`	Distributed empirical risk minimization over directed graphs. ACSSC Ran Xin, Anit Kumar Sahu, Soummya Kar, Usman A. Khan
2019	—	`conf`	Distributed stochastic optimization with gradient tracking over strongly-connected networks. CDC Ran Xin, Anit Kumar Sahu, Usman A. Khan, Soummya Kar
2019	J	`jnl`	Distributed stochastic optimization with gradient tracking over strongly-connected networks. CoRR Ran Xin, Anit Kumar Sahu, Usman A. Khan, Soummya Kar
2019	—	`conf`	Learning Transition Statistics in Networks of Interacting Agents. Allerton Carmel Fiscko, Soummya Kar, Bruno Sinopoli
2019	J	`jnl`	MATCHA: Speeding Up Decentralized SGD via Matching Decomposition Sampling. CoRR Jianyu Wang, Anit Kumar Sahu, Zhouyi Yang, Gauri Joshi, Soummya Kar
2019	Misc	`conf`	Optimal Sensor Placement for Topology Identification in Smart Power Grids. CISS Ananth Narayan Samudrala, M. Hadi Amini, Soummya Kar, Rick S. Blum
2019	J	`jnl`	Optimal Sensor Placement for Topology Identification in Smart Power Grids. CoRR Ananth Narayan Samudrala, M. Hadi Amini, Soummya Kar, Rick S. Blum
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	J	`jnl`	Revisiting Normalized Gradient Descent: Fast Evasion of Saddle Points. IEEE Trans. Autom. Control. Ryan W. Murray, Brian Swenson, Soummya Kar
2019	Misc	`conf`	Secure Analytics and Resilient Inference for the Internet of Things. ICASSP Yuan Chen, Soummya Kar, José M. F. Moura
2019	J	`jnl`	Selective strong structural minimum-cost resilient co-design for regular descriptor linear systems. Autom. Nipun Popli, Sérgio Pequito, Soummya Kar, A. Pedro Aguiar, Marija Ilic
2019	J	`jnl`	Sensor Placement for Outage Identifiability in Power Distribution Networks. CoRR Ananth Narayan Samudrala, M. Hadi Amini, Soummya Kar, Rick S. Blum
2019	A	`conf`	Towards Gradient Free and Projection Free Stochastic Optimization. AISTATS Anit Kumar Sahu, Manzil Zaheer, Soummya Kar
2019	J	`jnl`	Variance-Reduced Decentralized Stochastic Optimization with Accelerated Convergence. CoRR Ran Xin, Usman A. Khan, Soummya Kar
2019	J	`jnl`	Variance-Reduced Decentralized Stochastic Optimization with Gradient Tracking - Part II: GT-SVRG. CoRR Ran Xin, Usman A. Khan, Soummya Kar
2018	J	`jnl`	A Fully Distributed Cooperative Charging Approach for Plug-In Electric Vehicles. IEEE Trans. Smart Grid Javad Mohammadi, Gabriela Hug, Soummya Kar
2018	J	`jnl`	Agent-Based Distributed Security Constrained Optimal Power Flow. IEEE Trans. Smart Grid Javad Mohammadi, Gabriela Hug, Soummya Kar
2018	C	`conf`	Attack Resilient Distributed Estimation: A Consensus+Innovations Approach. ACC Yuan Chen, Soummya Kar, José M. F. Moura
2018	Misc	`conf`	Best-Response Dynamics in Continuous Potential Games: Non-Convergence to Saddle Points. ACSSC Brian Swenson, Ryan W. Murray, Soummya Kar, H. Vincent Poor
2018	J	`jnl`	CIRFE: A Distributed Random Fields Estimator. CoRR Anit Kumar Sahu, Dusan Jakovetic, Soummya Kar
2018	J	`jnl`	CIRFE: A Distributed Random Fields Estimator. IEEE Trans. Signal Process. Anit Kumar Sahu, Dusan Jakovetic, Soummya Kar
2018	B	`conf`	CREDO: A Communication-Efficient Distributed Estimation Algorithm. ISIT Anit Kumar Sahu, Dusan Jakovetic, Soummya Kar
2018	J	`jnl`	Coded Elastic Computing. CoRR Yaoqing Yang, Matteo Interlandi, Pulkit Grover, Soummya Kar, Saeed Amizadeh, Markus Weimer
2018	J	`jnl`	Coded Iterative Computing using Substitute Decoding. CoRR Yaoqing Yang, Malhar Chaudhari, Pulkit Grover, Soummya Kar
2018	B	`conf`	Coding for a Single Sparse Inverse Problem. ISIT Yaoqing Yang, Pulkit Grover, Soummya Kar
2018	J	`jnl`	Communication efficient distributed weighted non-linear least squares estimation. EURASIP J. Adv. Signal Process. Anit Kumar Sahu, Dusan Jakovetic, Dragana Bajovic, Soummya Kar
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	—	`conf`	Convergence Rates for Distributed Stochastic Optimization Over Random Networks. CDC Dusan Jakovetic, Dragana Bajovic, Anit Kumar Sahu, Soummya Kar
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 Inertial Best-Response Dynamics. IEEE Trans. Autom. Control. Brian Swenson, Ceyhun Eksin, Soummya Kar, Alejandro Ribeiro
2018	J	`jnl`	Distributed Localization: A Linear Theory. Proc. IEEE Sam Safavi, Usman A. Khan, Soummya Kar, José M. F. Moura
2018	J	`jnl`	Distributed Quickest Detection in Sensor Networks via Two-Layer Large Deviation Analysis. IEEE Internet Things J. Di Li, Soummya Kar, Shuguang Cui
2018	—	`conf`	Distributed Zeroth Order Optimization Over Random Networks: A Kiefer-Wolfowitz Stochastic Approximation Approach. CDC Anit Kumar Sahu, Dusan Jakovetic, Dragana Bajovic, Soummya Kar
2018	J	`jnl`	Fast Temporal Path Localization on Graphs via Multiscale Viterbi Decoding. IEEE Trans. Signal Process. Yaoqing Yang, Siheng Chen, Mohammad Ali Maddah-Ali, Pulkit Grover, Soummya Kar, Jelena Kovacevic
2018	J	`jnl`	Fully Distributed Cooperative Charging for Plug-in Electric Vehicles in Constrained Power Networks. CoRR M. Hadi Amini, Javad Mohammadi, Soummya Kar
2018	B	`conf`	Large Deviations for Products of Non-I.i.d. Stochastic Matrices with Application to Distributed Detection. ISIT Dragana Bajovic, Dusan Jakovetic, Anit Kumar Sahu, Soummya Kar
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`	Non-Asymptotic Rates for Communication Efficient Distributed Zeroth Order Strongly Convex Optimization. GlobalSIP Anit Kumar Sahu, Dusan Jakovetic, Dragana Bajovic, Soummya Kar
2018	J	`jnl`	On Best-Response Dynamics in Potential Games. SIAM J. Control. Optim. Brian Swenson, Ryan W. Murray, Soummya Kar
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	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`	Spatiotemporal Arbitrage of Large-Scale Portable Energy Storage for Grid Congestion Relief. CoRR Guannan He, Da Zhang, Xidong Pi, Qixin Chen, Soummya Kar, Jay F. Whitacre
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	J	`jnl`	The Economic End of Life of Electrochemical Energy Storage. CoRR Guannan He, Rebecca Ciez, Qixin Chen, Panayiotis Moutis, Soummya Kar, Jay F. Whitacre
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	J	`jnl`	Toward Distributed/Decentralized DC Optimal Power Flow Implementation in Future Electric Power Systems. IEEE Trans. Smart Grid Amin Kargarian, Javad Mohammadi, Junyao Guo, Sambuddha Chakrabarti, Masoud Barati, Gabriela Hug, Soummya Kar, Ross Baldick
2018	J	`jnl`	Towards Gradient Free and Projection Free Stochastic Optimization. CoRR Anit Kumar Sahu, Manzil Zaheer, Soummya Kar
2017	—	`conf`	Coded Distributed Computing for Inverse Problems. NIPS Yaoqing Yang, Pulkit Grover, Soummya Kar
2017	J	`jnl`	Coding Method for Parallel Iterative Linear Solver. CoRR Yaoqing Yang, Pulkit Grover, Soummya Kar
2017	J	`jnl`	Composability and controllability of structural linear time-invariant systems: Distributed verification. Autom. J. Frederico Carvalho, Sérgio Daniel Pequito, A. Pedro Aguiar, Soummya Kar, Karl Henrik Johansson
2017	J	`jnl`	Compressive Sensing-Based Optimal Reactive Power Control of a Multi-Area Power System. IEEE Access Irfan Khan, Yinliang Xu, Soummya Kar, Hongbin Sun
2017	J	`jnl`	Computing Linear Transformations With Unreliable Components. IEEE Trans. Inf. Theory Yaoqing Yang, Pulkit Grover, Soummya Kar
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	—	`conf`	Dist-Hedge: A partial information setting based distributed non-stochastic sequence prediction algorithm. GlobalSIP Anit Kumar Sahu, Soummya Kar
2017	J	`jnl`	Distributed Convergence Verification for Gaussian Belief Propagation. CoRR Jian Du, Soummya Kar, José M. F. Moura
2017	Misc	`conf`	Distributed convergence verification for Gaussian belief propagation. ACSSC Jian Du, Soummya Kar, José M. F. Moura
2017	C	`conf`	Distributed voltage regulation in distribution power grids: Utilizing the photovoltaics inverters. ACC Chenye Wu, Gabriela Hug, Soummya Kar
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	Misc	`conf`	Fast path localization on graphs via multiscale Viterbi decoding. ICASSP Yaoqing Yang, Siheng Chen, Mohammad Ali Maddah-Ali, Pulkit Grover, Soummya Kar, Jelena Kovacevic
2017	J	`jnl`	Fictitious Play in Potential Games. CoRR Brian Swenson, Ryan W. Murray, Soummya Kar
2017	J	`jnl`	Graph Codes for Distributed Instant Message Collection in an Arbitrary Noisy Broadcast Network. IEEE Trans. Inf. Theory Yaoqing Yang, Soummya Kar, Pulkit Grover
2017	J	`jnl`	Learning-Based Distributed Detection-Estimation in Sensor Networks With Unknown Sensor Defects. IEEE Trans. Signal Process. Qing Zhou, Di Li, Soummya Kar, Lauren M. Huie, H. Vincent Poor, Shuguang Cui
2017	J	`jnl`	On the Exponential Rate of Convergence of Fictitious Play in Potential Games. CoRR Brian Swenson, Soummya Kar
2017	—	`conf`	On the exponential rate of convergence of fictitious play in potential games. Allerton Brian Swenson, Soummya Kar
2017	J	`jnl`	Rate Distortion for Lossy In-Network Linear Function Computation and Consensus: Distortion Accumulation and Sequential Reverse Water-Filling. IEEE Trans. Inf. Theory Yaoqing Yang, Pulkit Grover, Soummya Kar
2017	J	`jnl`	Recommendation via matrix completion using Kolmogorov complexity. CoRR Guilherme Ramos, João Saúde, Carlos Caleiro, Soummya Kar
2017	J	`jnl`	Recursive Distributed Detection for Composite Hypothesis Testing: Nonlinear Observation Models in Additive Gaussian Noise. IEEE Trans. Inf. Theory Anit Kumar Sahu, Soummya Kar
2017	J	`jnl`	Regular Potential Games. CoRR Brian Swenson, Ryan W. Murray, Soummya Kar
2017	A*	`conf`	Reputation-Based Ranking Systems and Their Resistance to Bribery. ICDM João Saúde, Guilherme Ramos, Carlos Caleiro, Soummya Kar
2017	J	`jnl`	Robust reputation-based ranking on multipartite rating networks. CoRR João Saúde, Guilherme Ramos, Carlos Caleiro, Soummya Kar
2017	J	`jnl`	Robustness Properties in Fictitious-Play-Type Algorithms. SIAM J. Control. Optim. Brian Swenson, Soummya Kar, João Xavier, David S. Leslie
2017	J	`jnl`	Single Sample Fictitious Play. IEEE Trans. Autom. Control. Brian Swenson, Soummya Kar, João Xavier
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`	The robust minimal controllability problem. Autom. Sérgio Daniel Pequito, Guilherme Ramos, Soummya Kar, A. Pedro Aguiar, Jaime Ramos
2017	J	`jnl`	Topology adaptive graph convolutional networks. CoRR Jian Du, Shanghang Zhang, Guanhang Wu, José M. F. Moura, Soummya Kar
2016	J	`jnl`	A Framework for Structural Input/Output and Control Configuration Selection in Large-Scale Systems. IEEE Trans. Autom. Control. Sérgio Daniel Pequito, Soummya Kar, A. Pedro Aguiar
2016	J	`jnl`	A Fully Distributed Approach for Plug-in Electric Vehicle Charging. CoRR Javad Mohammadi, Marina González Vayá, Soummya Kar, Gabriela Hug
2016	—	`conf`	A fully distributed approach for plug-in electric vehicle charging. PSCC Javad Mohammadi, Marina González Vayá, Soummya Kar, Gabriela Hug
2016	—	`conf`	Accountability in cyber-physical systems. SOSCYPS@CPSWeek Anupam Datta, Soummya Kar, Bruno Sinopoli, Sean Weerakkody
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	B	`conf`	Coding for lossy function computation: Analyzing sequential function computation with distortion accumulation. ISIT Yaoqing Yang, Pulkit Grover, Soummya Kar
2016	Misc	`conf`	Computationally efficient learning in large-scale games: Sampled fictitious play revisited. ACSSC Brian Swenson, Soummya Kar, João Xavier
2016	B	`conf`	Computing linear transforms with unreliable components. ISIT Yaoqing Yang, Pulkit Grover, Soummya Kar
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	—	`conf`	Distributed Bayesian quickest change detection in sensor networks via large deviation analysis. Allerton Di Li, Soummya Kar, Shuguang Cui
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 Sequential Detection for Gaussian Shift-in-Mean Hypothesis Testing. IEEE Trans. Signal Process. Anit Kumar Sahu, Soummya Kar
2016	—	`conf`	Distributed cooperative charging for plug-in electric vehicles: A consensus+innovations approach. GlobalSIP Javad Mohammadi, Soummya Kar, Gabriela Hug
2016	Misc	`conf`	Distributed generalized likelihood ratio tests: Fundamental limits and tradeoffs. ICASSP Anit Kumar Sahu, Soummya Kar
2016	B	`conf`	Distributed recursive composite hypothesis testing: Imperfect communication. ISIT Anit Kumar Sahu, Soummya Kar
2016	—	`conf`	Distributed sequence prediction: A consensus+innovations approach. GlobalSIP Anit Kumar Sahu, Soummya Kar
2016	J	`jnl`	Energy Efficient Distributed Coding for Data Collection in a Noisy Sparse Network. CoRR Yaoqing Yang, Soummya Kar, Pulkit Grover
2016	B	`conf`	Energy efficient distributed coding for data collection in a noisy sparse network. ISIT Yaoqing Yang, Soummya Kar, Pulkit Grover
2016	—	`conf`	Enhanced secondary frequency control via distributed peer-to-peer communication. ECC Chenye Wu, Soummya Kar, Gabriela Hug
2016	—	`conf`	Fault-tolerant distributed logistic regression using unreliable components. Allerton Yaoqing Yang, Pulkit Grover, Soummya Kar
2016	—	`conf`	Fault-tolerant parallel linear filtering using compressive sensing. ISTC Yaoqing Yang, Pulkit Grover, Soummya Kar
2016	J	`jnl`	Fictitious Play with Inertia Learns Pure Equilibria in Distributed Games with Incomplete Information. CoRR Brian Swenson, Ceyhun Eksin, Soummya Kar, Alejandro Ribeiro
2016	J	`jnl`	Guest Editorial The Theory of Complex Systems With Applications to Smart Grid Operations. IEEE Trans. Smart Grid Ali Tajer, Ian Dobson, Soummya Kar, Javad Lavaei, Le Xie
2016	J	`jnl`	Information Flow for Security in Control Systems. CoRR Sean Weerakkody, Bruno Sinopoli, Soummya Kar, Anupam Datta
2016	—	`conf`	Information flow for security in control systems. CDC Sean Weerakkody, Bruno Sinopoli, Soummya Kar, Anupam Datta
2016	—	`conf`	Learning pure-strategy Nash equilibria in networked multi-agent systems with uncertainty. CDC Ceyhun Eksin, Brian Swenson, Soummya Kar, Alejandro Ribeiro
2016	J	`jnl`	Minimum cost input/output design for large-scale linear structural systems. Autom. Sérgio Pequito, Soummya Kar, A. Pedro Aguiar
2016	B	`conf`	On the design of phase locked loop oscillatory neural networks: Mitigation of transmission delay effects. IJCNN Rongye Shi, Thomas C. Jackson, Brian Swenson, Soummya Kar, Lawrence T. Pileggi
2016	J	`jnl`	Optimal Attack Strategies Subject to Detection Constraints Against Cyber-Physical Systems. CoRR Yuan Chen, Soummya Kar, José M. F. Moura
2016	—	`conf`	Queue-based broadcast gossip algorithm for consensus. Allerton Soummya Kar, Rohit Negi, Majid Mahzoon, Anit Kumar Sahu
2016	J	`jnl`	Rate Distortion for Lossy In-network Function Computation: Information Dissipation and Sequential Reverse Water-Filling. CoRR Yaoqing Yang, Pulkit Grover, Soummya Kar
2016	J	`jnl`	Recursive Distributed Detection for Composite Hypothesis Testing: Algorithms and Asymptotics. CoRR Anit Kumar Sahu, Soummya Kar
2016	Misc	`conf`	Thermodynamic limit of interacting particle systems over dynamical networks. ACSSC Augusto Almeida Santos, Soummya Kar, José M. F. Moura, João Xavier
2015	J	`jnl`	A Computationally Efficient Implementation of Fictitious Play for Large-Scale Games. CoRR Brian Swenson, Soummya Kar, João M. F. Xavier
2015	—	`conf`	A computationally efficient implementation of fictitious play in a distributed setting. EUSIPCO Brian Swenson, Soummya Kar, João Xavier
2015	—	`conf`	A functional approach to assessing flexible ramping products' impact on electricity market. ISGT Chenye Wu, Gabriela Hug, Soummya Kar
2015	—	`conf`	Analysis and design of electric power grids with p-robustness guarantees using a structural hybrid system approach. ECC Guilherme Ramos, Sérgio Pequito, A. Pedro Aguiar, Soummya Kar
2015	J	`jnl`	Computing Linear Transformations with Unreliable Components. CoRR Yaoqing Yang, Pulkit Grover, Soummya Kar
2015	J	`jnl`	Consensus + Innovations Approach for Distributed Multiagent Coordination in a Microgrid. IEEE Trans. Smart Grid Gabriela Hug, Soummya Kar, Chenye Wu
2015	J	`jnl`	Cooperative Control of Distributed Energy Storage Systems in a Microgrid. IEEE Trans. Smart Grid Yinliang Xu, Wei Zhang, Gabriela Hug, Soummya Kar, Zhicheng Li
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 Bayesian Quickest Change Detection in Sensor Networks via Two-layer Large Deviation Analysis. CoRR Di Li, Soummya Kar, Fuad E. Alsaadi, Shuguang Cui
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 Quantized Sensing State. IEEE Trans. Signal Process. Di Li, Soummya Kar, Fuad E. Alsaadi, Abdullah M. Dobaie, Shuguang Cui
2015	Misc	`conf`	Distributed Kalman Filtering with quantized sensing state. ICASSP Di Li, Soummya Kar, Shuguang Cui
2015	J	`jnl`	Distributed Verification of Structural Controllability for Linear Time-Invariant Systems. CoRR João Carvalho, Sérgio Daniel Pequito, A. Pedro Aguiar, Soummya Kar, Karl Henrik Johansson
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	J	`jnl`	Empirical Centroid Fictitious Play: An Approach for Distributed Learning in Multi-Agent Games. IEEE Trans. Signal Process. Brian Swenson, Soummya Kar, João Xavier
2015	J	`jnl`	From Weak Learning to Strong Learning in Fictitious Play Type Algorithms. CoRR Brian Swenson, Soummya Kar, João Xavier
2015	J	`jnl`	Graph Codes for Distributed Instant Message Collection in an Arbitrary Noisy Broadcast Network. CoRR Yaoqing Yang, Soummya Kar, Pulkit Grover
2015	—	`conf`	Information dissipation in noiseless lossy in-network function computation. Allerton Yaoqing Yang, Pulkit Grover, Soummya Kar
2015	J	`jnl`	Learning-Based Distributed Detection-Estimation in Sensor Networks with Unknown Sensor Defects. CoRR Qing Zhou, Di Li, Soummya Kar, Lauren M. Huie, H. Vincent Poor, Shuguang Cui
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	J	`jnl`	Minimum Sensor Placement for Robust Observability of Structured Complex Networks. CoRR Xiaofei Liu, Sérgio Daniel Pequito, Soummya Kar, Bruno Sinopoli, A. Pedro Aguiar
2015	C	`conf`	Minimum cost constrained input-output and control configuration co-design problem: A structural systems approach. ACC Sérgio Daniel Pequito, Soummya Kar, George J. Pappas
2015	—	`conf`	Multilevel distributed approach for DC Optimal Power Flow. GlobalSIP Javad Mohammadi, June Zhang, Soummya Kar, Gabriela Hug, José M. F. Moura
2015	Misc	`conf`	On asynchronous implementations of fictitious play for distributed learning. ACSSC Brian Swenson, Soummya Kar, João Xavier
2015	—	`conf`	On robustness properties in Empirical Centroid Fictitious Play. CDC Brian Swenson, Soummya Kar, João Xavier
2015	J	`jnl`	On the complexity of the constrained input selection problem for structural linear systems. Autom. Sérgio Daniel Pequito, Soummya Kar, A. Pedro Aguiar
2015	J	`jnl`	Static Output Feedback: On Essential Feasible Information Patterns. CoRR J. Frederico Carvalho, Sérgio Daniel Pequito, A. Pedro Aguiar, Soummya Kar, George J. Pappas
2015	—	`conf`	Static output feedback: On essential feasible information patterns. CDC J. Frederico Carvalho, Sérgio Pequito, A. Pedro Aguiar, Soummya Kar, George J. Pappas
2014	J	`jnl`	Asymptotically Efficient Distributed Estimation With Exponential Family Statistics. IEEE Trans. Inf. Theory Soummya Kar, José M. F. Moura
2014	—	`conf`	Can a noisy encoder be used to communicate reliably? Allerton Yaoqing Yang, Pulkit Grover, Soummya Kar
2014	—	`conf`	Design of communication networks for distributed computation with privacy guarantees. CDC Sérgio Daniel Pequito, Soummya Kar, Shreyas Sundaram, A. Pedro Aguiar
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	J	`jnl`	Distributed Sequential Detection for Gaussian Binary Hypothesis Testing. CoRR Anit Kumar Sahu, Soummya Kar
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	Misc	`conf`	Distributed sequential detection for Gaussian binary hypothesis testing: Heterogeneous networks. ACSSC Anit Kumar Sahu, Soummya Kar
2014	J	`jnl`	Exploring demand flexibility in heterogeneous aggregators: An LMP-based pricing scheme. ACM Trans. Embed. Comput. Syst. Chenye Wu, Yiyu Shi, Soummya Kar
2014	Misc	`conf`	Finite-time distributed consensus through graph filters. ICASSP Aliaksei Sandryhaila, Soummya Kar, José M. F. Moura
2014	Misc	`conf`	Game-theoretic learning in a distributed-information setting: Distributed convergence to mean-centric equilibria. ACSSC Brian Swenson, Soummya Kar, João Xavier
2014	—	`conf`	Minimum number of information gatherers to ensure full observability of a dynamic social network: A structural systems approach. GlobalSIP Sérgio Daniel Pequito, Soummya Kar, A. Pedro Aguiar
2014	—	`conf`	Optimal design of observable multi-agent networks: A structural system approach. ECC Sérgio Pequito, Francisco F. C. Rego, Soummya Kar, A. Pedro Aguiar, António M. Pascoal, Colin N. Jones
2014	—	`conf`	Role of communication on the convergence rate of fully distributed DC optimal power flow. SmartGridComm Javad Mohammadi, Gabriela Hug, Soummya Kar
2014	Misc	`conf`	Sensor placement for real-time dynamic state estimation in power systems: Structural systems approach. ACSSC Pedro Rocha, Sérgio Daniel Pequito, Soummya Kar, A. Pedro Aguiar, Paula Rocha
2014	Misc	`conf`	Strong convergence to mixed equilibria in fictitious play. CISS Brian Swenson, Soummya Kar, João Manuel Freitas Xavier
2013	J	`jnl`	A Framework for Structural Input/Output and Control Configuration Selection in Large-Scale Systems. CoRR Sérgio Daniel Pequito, Soummya Kar, A. Pedro Aguiar
2013	—	`conf`	A decentralized algorithm for the preferred assignment problem in multi-agent systems. ECC Usman A. Khan, Soummya Kar
2013	—	`conf`	A framework for actuator placement in large scale power systems: Minimal strong structural controllability. CAMSAP Sérgio Daniel Pequito, Nipun Popli, Soummya Kar, Marija D. Ilic, A. Pedro Aguiar
2013	—	`conf`	A model checking framework for linear time invariant switching systems using structural systems analysis. Allerton Guilherme Ramos, Sérgio Daniel Pequito, A. Pedro Aguiar, Jaime Ramos, Soummya Kar
2013	C	`conf`	A structured systems approach for optimal actuator-sensor placement in linear time-invariant systems. ACC Sérgio Daniel Pequito, Soummya Kar, A. Pedro Aguiar
2013	J	`jnl`	Asymptotically Efficient Distributed Estimation With Exponential Family Statistics CoRR Soummya Kar, 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`	Distributed Linear Parameter Estimation: Asymptotically Efficient Adaptive Strategies. SIAM J. Control. Optim. Soummya Kar, José M. F. Moura, H. Vincent Poor
2013	—	`conf`	Distributed reinforcement learning in multi-agent networks. CAMSAP Soummya Kar, José M. F. Moura, H. Vincent Poor
2013	J	`jnl`	Empirical Centroid Fictitious Play: An Approach For Distributed Learning In Multi-Agent Games CoRR Brian Swenson, Soummya Kar, João Manuel Freitas Xavier
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	—	`conf`	Mean-centric equilibrium: An equilibrium concept for learning in large-scale games. GlobalSIP Brian Swenson, Soummya Kar, João M. F. Xavier
2013	—	`conf`	Minimum cost input-output and control configuration selection: A structural systems approach. CDC Sérgio Daniel Pequito, Soummya Kar, A. Pedro Aguiar
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 cost actuator/sensor placement for large scale linear time-invariant systems: A structured systems approach. ECC Sérgio Pequito, Soummya Kar, A. Pedro Aguiar
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	—	`conf`	PMU Placement to Ensure Observable Frequency and Voltage Dynamics: A Structured System Approach. HICSS Sérgio Daniel Pequito, Qixing Liu, Soummya Kar, Marija D. Ilic
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
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	J	`jnl`	A Structured Systems Approach for Optimal Actuator-Sensor Placement in Linear Time-Invariant Systems CoRR Sérgio Daniel Pequito, Soummya Kar, A. Pedro Aguiar
2012	—	`conf`	Competitive privacy in the smart grid. ACSCC Lalitha Sankar, Soummya Kar, H. Vincent Poor
2012	J	`jnl`	Coordinated Data-Injection Attack and Detection in the Smart Grid: A Detailed Look at Enriching Detection Solutions. IEEE Signal Process. Mag. Shuguang Cui, Zhu Han, Soummya Kar, Tùng T. Kim, H. Vincent Poor, Ali Tajer
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	—	`conf`	Distributed detection and isolation of topology attacks in power networks. HiCoNS James Weimer, Soummya Kar, Karl Henrik Johansson
2012	Misc	`conf`	Distributed estimation in sensor networks with imperfect model information: An adaptive learning-based approach. ICASSP Qing Zhou, Soummya Kar, Lauren M. Huie, Shuguang Cui
2012	—	`conf`	Distributed learning in large-scale multi-agent games: A modified fictitious play approach. ACSCC Brian Swenson, Soummya Kar, João Manuel Freitas Xavier
2012	J	`jnl`	Fully Distributed State Estimation for Wide-Area Monitoring Systems. IEEE Trans. Smart Grid Le Xie, Dae-Hyun Choi, Soummya Kar, H. Vincent Poor
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	—	`conf`	LMP-based real time pricing for optimal capacity planning with maximal wind power integration. SmartGridComm Chenye Wu, Soummya Kar
2012	J	`jnl`	Moderate Deviations of a Random Riccati Equation. IEEE Trans. Autom. Control. Soummya Kar, José M. F. Moura
2012	—	`conf`	Real-time adaptive distributed state estimation in smart grids. APSIPA Soummya Kar, José M. F. Moura
2012	—	`conf`	Using smart devices for system-level management and control in the smart grid: A reinforcement learning framework. SmartGridComm Emre Can Kara, Mario Berges, Bruce H. Krogh, Soummya Kar
2011	—	`conf`	A coordination-free distributed algorithm for simple assignment problems using randomized actions. ACSCC Usman A. Khan, Soummya Kar
2011	—	`conf`	Bandit problems in networks: Asymptotically efficient distributed allocation rules. CDC/ECC Soummya Kar, H. Vincent Poor, Shuguang Cui
2011	J	`jnl`	Competitive Privacy in the Smart Grid: An Information-theoretic Approach CoRR Lalitha Sankar, Soummya Kar, Ravi Tandon, H. Vincent Poor
2011	—	`conf`	Competitive privacy in the smart grid: An information-theoretic approach. SmartGridComm Lalitha Sankar, Soummya Kar, Ravi Tandon, H. Vincent Poor
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`	Distributed Linear Parameter Estimation: Asymptotically Efficient Adaptive Strategies CoRR Soummya Kar, José M. F. Moura, H. Vincent Poor
2011	B	`conf`	Distributed detection in noisy sensor networks. ISIT Soummya Kar, Ravi Tandon, H. Vincent Poor, Shuguang Cui
2011	—	`conf`	Distributed joint cyber attack detection and state recovery in smart grids. SmartGridComm Ali Tajer, Soummya Kar, H. Vincent Poor, Shuguang Cui
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	B	`conf`	Robust Distributed Least-Squares Estimation in Sensor Networks with Node Failures. GLOBECOM Qing Zhou, Soummya Kar, Lauren M. Huie, H. Vincent Poor, Shuguang Cui
2010	C	`conf`	A random dynamical systems approach to filtering in large-scale networks. ACC Soummya Kar, Bruno Sinopoli, 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`	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 consensus algorithms in sensor networks: quantized data and random link failures. IEEE Trans. Signal Process. Soummya Kar, 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`	Higher dimensional consensus: learning in large-scale networks. IEEE Trans. Signal Process. Usman A. Khan, Soummya Kar, 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`	Sample path large deviations for the randomly sampled continuous-discrete Kalman filter. CDC Soummya Kar, José M. F. Moura, Kavita Ramanan
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`	DILAND: An Algorithm for Distributed Sensor Localization with Noisy Distance Measurements CoRR Usman A. Khan, Soummya Kar, 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`	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
2008	—	`conf`	A linear iterative algorithm for distributed sensor localization. ACSCC Usman A. Khan, Soummya Kar, José M. F. Moura
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	—	`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	—	`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`	Sensor Networks With Random Links: Topology Design for Distributed Consensus. IEEE Trans. Signal Process. Soummya Kar, José M. F. Moura
2008	J	`jnl`	Topology for Distributed Inference on Graphs. IEEE Trans. Signal Process. Soummya Kar, 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`	Sensor Networks with Random Links: Topology Design for Distributed Consensus CoRR Soummya Kar, José M. F. Moura
2006	J	`jnl`	Topology for Distributed Inference on Graphs CoRR Soummya Kar, Saeed A. Aldosari, José M. F. Moura