# Soummya Kar

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^{1}, Soummya Kar## Timeline

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## Bibliography

2018

Resilient Distributed Estimation Through Adversary Detection.

IEEE Trans. Signal Processing, 2018

Agent-Based Distributed Security Constrained Optimal Power Flow.

IEEE Trans. Smart Grid, 2018

Distributed Quickest Detection in Sensor Networks via Two-Layer Large Deviation Analysis.

IEEE Internet of Things Journal, 2018

CIRFE: A Distributed Random Fields Estimator.

CoRR, 2018

Localization in internets of mobile agents: A linear approach.

CoRR, 2018

Convergence Analysis of Belief Propagation on Gaussian Graphical Models.

CoRR, 2018

2017

Learning-Based Distributed Detection-Estimation in Sensor Networks With Unknown Sensor Defects.

IEEE Trans. Signal Processing, 2017

Graph Codes for Distributed Instant Message Collection in an Arbitrary Noisy Broadcast Network.

IEEE Trans. Information Theory, 2017

Rate Distortion for Lossy In-Network Linear Function Computation and Consensus: Distortion Accumulation and Sequential Reverse Water-Filling.

IEEE Trans. Information Theory, 2017

Computing Linear Transformations With Unreliable Components.

IEEE Trans. Information Theory, 2017

Recursive Distributed Detection for Composite Hypothesis Testing: Nonlinear Observation Models in Additive Gaussian Noise.

IEEE Trans. Information Theory, 2017

Single Sample Fictitious Play.

IEEE Trans. Automat. Contr., 2017

Dynamic Attack Detection in Cyber-Physical Systems With Side Initial State Information.

IEEE Trans. Automat. Contr., 2017

Robustness Properties in Fictitious-Play-Type Algorithms.

SIAM J. Control and Optimization, 2017

Distributed Convergence Verification for Gaussian Belief Propagation.

CoRR, 2017

Topology adaptive graph convolutional networks.

CoRR, 2017

Coding Method for Parallel Iterative Linear Solver.

CoRR, 2017

Regular Potential Games.

CoRR, 2017

Fictitious Play in Potential Games.

CoRR, 2017

On the Exponential Rate of Convergence of Fictitious Play in Potential Games.

CoRR, 2017

Robust reputation-based ranking on multipartite rating networks.

CoRR, 2017

Recommendation via matrix completion using Kolmogorov complexity.

CoRR, 2017

Structurally Observable Distributed Networks of Agents under Cost and Robustness Constraints.

CoRR, 2017

Convergence Analysis of Belief Propagation for Pairwise Linear Gaussian Models.

CoRR, 2017

Convergence analysis of the information matrix in Gaussian belief propagation.

CoRR, 2017

The robust minimal controllability problem.

Automatica, 2017

Composability and controllability of structural linear time-invariant systems: Distributed verification.

Automatica, 2017

Compressive Sensing-Based Optimal Reactive Power Control of a Multi-Area Power System.

IEEE Access, 2017

Coded Distributed Computing for Inverse Problems.

Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

Reputation-Based Ranking Systems and Their Resistance to Bribery.

Proceedings of the 2017 IEEE International Conference on Data Mining, 2017

Fast path localization on graphs via multiscale Viterbi decoding.

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Convergence analysis of the information matrix in Gaussian Belief Propagation.

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Dist-Hedge: A partial information setting based distributed non-stochastic sequence prediction algorithm.

Proceedings of the 2017 IEEE Global Conference on Signal and Information Processing, 2017

Convergence analysis of belief propagation for pairwise linear Gaussian models.

Proceedings of the 2017 IEEE Global Conference on Signal and Information Processing, 2017

Distributed voltage regulation in distribution power grids: Utilizing the photovoltaics inverters.

Proceedings of the 2017 American Control Conference, 2017

On the exponential rate of convergence of fictitious play in potential games.

Proceedings of the 55th Annual Allerton Conference on Communication, 2017

2016

Distributed Sequential Detection for Gaussian Shift-in-Mean Hypothesis Testing.

IEEE Trans. Signal Processing, 2016

Distributed Constrained Recursive Nonlinear Least-Squares Estimation: Algorithms and Asymptotics.

IEEE Trans. Signal and Information Processing over Networks, 2016

Guest Editorial The Theory of Complex Systems With Applications to Smart Grid Operations.

IEEE Trans. Smart Grid, 2016

A Framework for Structural Input/Output and Control Configuration Selection in Large-Scale Systems.

IEEE Trans. Automat. Contr., 2016

Energy Efficient Distributed Coding for Data Collection in a Noisy Sparse Network.

CoRR, 2016

Rate Distortion for Lossy In-network Function Computation: Information Dissipation and Sequential Reverse Water-Filling.

CoRR, 2016

Information Flow for Security in Control Systems.

CoRR, 2016

Fictitious Play with Inertia Learns Pure Equilibria in Distributed Games with Incomplete Information.

CoRR, 2016

Distributed Constrained Recursive Nonlinear Least-Squares Estimation: Algorithms and Asymptotics.

CoRR, 2016

Recursive Distributed Detection for Composite Hypothesis Testing: Algorithms and Asymptotics.

CoRR, 2016

A Fully Distributed Approach for Plug-in Electric Vehicle Charging.

CoRR, 2016

Convergence Analysis of Distributed Inference with Vector-Valued Gaussian Belief Propagation.

CoRR, 2016

Optimal Attack Strategies Subject to Detection Constraints Against Cyber-Physical Systems.

CoRR, 2016

Minimum cost input/output design for large-scale linear structural systems.

Automatica, 2016

A fully distributed approach for plug-in electric vehicle charging.

Proceedings of the Power Systems Computation Conference, 2016

Fault-tolerant parallel linear filtering using compressive sensing.

Proceedings of the 9th International Symposium on Turbo Codes and Iterative Information Processing, 2016

Energy efficient distributed coding for data collection in a noisy sparse network.

Proceedings of the IEEE International Symposium on Information Theory, 2016

Computing linear transforms with unreliable components.

Proceedings of the IEEE International Symposium on Information Theory, 2016

Coding for lossy function computation: Analyzing sequential function computation with distortion accumulation.

Proceedings of the IEEE International Symposium on Information Theory, 2016

Distributed recursive composite hypothesis testing: Imperfect communication.

Proceedings of the IEEE International Symposium on Information Theory, 2016

On the design of phase locked loop oscillatory neural networks: Mitigation of transmission delay effects.

Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Distributed generalized likelihood ratio tests: Fundamental limits and tradeoffs.

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Distributed sequence prediction: A consensus+innovations approach.

Proceedings of the 2016 IEEE Global Conference on Signal and Information Processing, 2016

Distributed cooperative charging for plug-in electric vehicles: A consensus+innovations approach.

Proceedings of the 2016 IEEE Global Conference on Signal and Information Processing, 2016

Enhanced secondary frequency control via distributed peer-to-peer communication.

Proceedings of the 2016 European Control Conference, 2016

Accountability in cyber-physical systems.

Proceedings of the 2016 Science of Security for Cyber-Physical Systems Workshop, 2016

Information flow for security in control systems.

Proceedings of the 55th IEEE Conference on Decision and Control, 2016

Learning pure-strategy Nash equilibria in networked multi-agent systems with uncertainty.

Proceedings of the 55th IEEE Conference on Decision and Control, 2016

Cyber physical attacks with control objectives and detection constraints.

Proceedings of the 55th IEEE Conference on Decision and Control, 2016

Cyber physical attacks constrained by control objectives.

Proceedings of the 2016 American Control Conference, 2016

Fault-tolerant distributed logistic regression using unreliable components.

Proceedings of the 54th Annual Allerton Conference on Communication, 2016

Adaptive social networks: Strong attractors and emergence and downfall of leaders.

Proceedings of the 54th Annual Allerton Conference on Communication, 2016

Distributed Bayesian quickest change detection in sensor networks via large deviation analysis.

Proceedings of the 54th Annual Allerton Conference on Communication, 2016

Queue-based broadcast gossip algorithm for consensus.

Proceedings of the 54th Annual Allerton Conference on Communication, 2016

Computationally efficient learning in large-scale games: Sampled fictitious play revisited.

Proceedings of the 50th Asilomar Conference on Signals, Systems and Computers, 2016

Thermodynamic limit of interacting particle systems over dynamical networks.

Proceedings of the 50th Asilomar Conference on Signals, Systems and Computers, 2016

2015

Empirical Centroid Fictitious Play: An Approach for Distributed Learning in Multi-Agent Games.

IEEE Trans. Signal Processing, 2015

Distributed Kalman Filtering With Quantized Sensing State.

IEEE Trans. Signal Processing, 2015

Cooperative Control of Distributed Energy Storage Systems in a Microgrid.

IEEE Trans. Smart Grid, 2015

Consensus + Innovations Approach for Distributed Multiagent Coordination in a Microgrid.

IEEE Trans. Smart Grid, 2015

Distributed Kalman Filtering Over Massive Data Sets: Analysis Through Large Deviations of Random Riccati Equations.

IEEE Trans. Information Theory, 2015

Learning-Based Distributed Detection-Estimation in Sensor Networks with Unknown Sensor Defects.

CoRR, 2015

Graph Codes for Distributed Instant Message Collection in an Arbitrary Noisy Broadcast Network.

CoRR, 2015

Computing Linear Transformations with Unreliable Components.

CoRR, 2015

A Computationally Efficient Implementation of Fictitious Play for Large-Scale Games.

CoRR, 2015

From Weak Learning to Strong Learning in Fictitious Play Type Algorithms.

CoRR, 2015

Minimum Sensor Placement for Robust Observability of Structured Complex Networks.

CoRR, 2015

Distributed Bayesian Quickest Change Detection in Sensor Networks via Two-layer Large Deviation Analysis.

CoRR, 2015

Dynamic Attack Detection in Cyber-Physical Systems with Side Initial State Information.

CoRR, 2015

Static Output Feedback: On Essential Feasible Information Patterns.

CoRR, 2015

Distributed Verification of Structural Controllability for Linear Time-Invariant Systems.

CoRR, 2015

On the complexity of the constrained input selection problem for structural linear systems.

Automatica, 2015

Linear Theory for Self-Localization: Convexity, Barycentric Coordinates, and Cayley-Menger Determinants.

IEEE Access, 2015

A functional approach to assessing flexible ramping products' impact on electricity market.

Proceedings of the 2015 IEEE Power & Energy Society Innovative Smart Grid Technologies Conference, 2015

Distributed Kalman Filtering with quantized sensing state.

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Cyber-physical systems: Dynamic sensor attacks and strong observability.

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Multilevel distributed approach for DC Optimal Power Flow.

Proceedings of the 2015 IEEE Global Conference on Signal and Information Processing, 2015

A computationally efficient implementation of fictitious play in a distributed setting.

Proceedings of the 23rd European Signal Processing Conference, 2015

Analysis and design of electric power grids with p-robustness guarantees using a structural hybrid system approach.

Proceedings of the European Control Conference, 2015

On robustness properties in Empirical Centroid Fictitious Play.

Proceedings of the 54th IEEE Conference on Decision and Control, 2015

Static output feedback: On essential feasible information patterns.

Proceedings of the 54th IEEE Conference on Decision and Control, 2015

Minimum cost constrained input-output and control configuration co-design problem: A structural systems approach.

Proceedings of the American Control Conference, 2015

Information dissipation in noiseless lossy in-network function computation.

Proceedings of the 53rd Annual Allerton Conference on Communication, 2015

On asynchronous implementations of fictitious play for distributed learning.

Proceedings of the 49th Asilomar Conference on Signals, Systems and Computers, 2015

2014

Asymptotically Efficient Distributed Estimation With Exponential Family Statistics.

IEEE Trans. Information Theory, 2014

Exploring demand flexibility in heterogeneous aggregators: An LMP-based pricing scheme.

ACM Trans. Embedded Comput. Syst., 2014

Distributed Sequential Detection for Gaussian Binary Hypothesis Testing.

CoRR, 2014

Distributed Kalman Filtering over Big Data: Analysis Through Large Deviations of Random Riccati Equations.

CoRR, 2014

Role of communication on the convergence rate of fully distributed DC optimal power flow.

Proceedings of the 2014 IEEE International Conference on Smart Grid Communications, 2014

Finite-time distributed consensus through graph filters.

Proceedings of the IEEE International Conference on Acoustics, 2014

Minimum number of information gatherers to ensure full observability of a dynamic social network: A structural systems approach.

Proceedings of the 2014 IEEE Global Conference on Signal and Information Processing, 2014

Distributed parameter estimation with exponential family statistics: Asymptotic efficiency.

Proceedings of the 22nd European Signal Processing Conference, 2014

Optimal design of observable multi-agent networks: A structural system approach.

Proceedings of the European Control Conference, 2014

Strong convergence to mixed equilibria in fictitious play.

Proceedings of the 48th Annual Conference on Information Sciences and Systems, 2014

Design of communication networks for distributed computation with privacy guarantees.

Proceedings of the 53rd IEEE Conference on Decision and Control, 2014

Can a noisy encoder be used to communicate reliably?

Proceedings of the 52nd Annual Allerton Conference on Communication, 2014

Game-theoretic learning in a distributed-information setting: Distributed convergence to mean-centric equilibria.

Proceedings of the 48th Asilomar Conference on Signals, Systems and Computers, 2014

Distributed sequential detection for Gaussian binary hypothesis testing: Heterogeneous networks.

Proceedings of the 48th Asilomar Conference on Signals, Systems and Computers, 2014

Sensor placement for real-time dynamic state estimation in power systems: Structural systems approach.

Proceedings of the 48th Asilomar Conference on Signals, Systems and Computers, 2014

2013

QD-Learning: A Collaborative Distributed Strategy for Multi-Agent Reinforcement Learning Through

*Consensus*+*Innovations*.
IEEE Trans. Signal Processing, 2013

Consensus + Innovations Distributed Inference over Networks: Cooperation and Sensing in Networked Systems.

IEEE Signal Process. Mag., 2013

Distributed Linear Parameter Estimation: Asymptotically Efficient Adaptive Strategies.

SIAM J. Control and Optimization, 2013

Empirical Centroid Fictitious Play: An Approach For Distributed Learning In Multi-Agent Games

CoRR, 2013

Asymptotically Efficient Distributed Estimation With Exponential Family Statistics

CoRR, 2013

A Framework for Structural Input/Output and Control Configuration Selection in Large-Scale Systems.

CoRR, 2013

Identifying small subsets of agents for behavior tracking and abnormal event detection in dynamic networks.

Proceedings of the Workshop on Dynamic Networks Management and Mining, 2013

PMU Placement to Ensure Observable Frequency and Voltage Dynamics: A Structured System Approach.

Proceedings of the 46th Hawaii International Conference on System Sciences, 2013

Mean-centric equilibrium: An equilibrium concept for learning in large-scale games.

Proceedings of the IEEE Global Conference on Signal and Information Processing, 2013

On a consistent procedure for distributed recursive nonlinear least-squares estimation.

Proceedings of the IEEE Global Conference on Signal and Information Processing, 2013

Optimal design of distributed sensor networks for field reconstruction.

Proceedings of the 21st European Signal Processing Conference, 2013

Minimum cost input-output and control configuration selection: A structural systems approach.

Proceedings of the 52nd IEEE Conference on Decision and Control, 2013

A framework for actuator placement in large scale power systems: Minimal strong structural controllability.

Proceedings of the 5th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2013

Distributed reinforcement learning in multi-agent networks.

Proceedings of the 5th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2013

A structured systems approach for optimal actuator-sensor placement in linear time-invariant systems.

Proceedings of the American Control Conference, 2013

A model checking framework for linear time invariant switching systems using structural systems analysis.

Proceedings of the 51st Annual Allerton Conference on Communication, 2013

2012

Fully Distributed State Estimation for Wide-Area Monitoring Systems.

IEEE Trans. Smart Grid, 2012

Distributed Parameter Estimation in Sensor Networks: Nonlinear Observation Models and Imperfect Communication.

IEEE Trans. Information Theory, 2012

Kalman Filtering With Intermittent Observations: Weak Convergence to a Stationary Distribution.

IEEE Trans. Automat. Contr., 2012

Moderate Deviations of a Random Riccati Equation.

IEEE Trans. Automat. Contr., 2012

Coordinated Data-Injection Attack and Detection in the Smart Grid: A Detailed Look at Enriching Detection Solutions.

IEEE Signal Process. Mag., 2012

A Structured Systems Approach for Optimal Actuator-Sensor Placement in Linear Time-Invariant Systems

CoRR, 2012

$QD$-Learning: A Collaborative Distributed Strategy for Multi-Agent Reinforcement Learning Through Consensus + Innovations

CoRR, 2012

LMP-based real time pricing for optimal capacity planning with maximal wind power integration.

Proceedings of the IEEE Third International Conference on Smart Grid Communications, 2012

Using smart devices for system-level management and control in the smart grid: A reinforcement learning framework.

Proceedings of the IEEE Third International Conference on Smart Grid Communications, 2012

Distributed estimation in sensor networks with imperfect model information: An adaptive learning-based approach.

Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Distributed detection and isolation of topology attacks in power networks.

Proceedings of the 1st International Conference on High Confidence Networked Systems (HiCoNS, 2012

Real-time adaptive distributed state estimation in smart grids.

Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2012

Distributed learning in large-scale multi-agent games: A modified fictitious play approach.

Proceedings of the Conference Record of the Forty Sixth Asilomar Conference on Signals, 2012

Competitive privacy in the smart grid.

Proceedings of the Conference Record of the Forty Sixth Asilomar Conference on Signals, 2012

2011

Gossip and Distributed Kalman Filtering: Weak Consensus Under Weak Detectability.

IEEE Trans. Signal Processing, 2011

Convergence Rate Analysis of Distributed Gossip (Linear Parameter) Estimation: Fundamental Limits and Tradeoffs.

J. Sel. Topics Signal Processing, 2011

Distributed Linear Parameter Estimation: Asymptotically Efficient Adaptive Strategies

CoRR, 2011

Competitive Privacy in the Smart Grid: An Information-theoretic Approach

CoRR, 2011

Distributed joint cyber attack detection and state recovery in smart grids.

Proceedings of the IEEE Second International Conference on Smart Grid Communications, 2011

Competitive privacy in the smart grid: An information-theoretic approach.

Proceedings of the IEEE Second International Conference on Smart Grid Communications, 2011

Distributed detection in noisy sensor networks.

Proceedings of the 2011 IEEE International Symposium on Information Theory Proceedings, 2011

Global emergent behaviors in clouds of agents.

Proceedings of the IEEE International Conference on Acoustics, 2011

Convergence results in distributed Kalman filtering.

Proceedings of the IEEE International Conference on Acoustics, 2011

Robust Distributed Least-Squares Estimation in Sensor Networks with Node Failures.

Proceedings of the Global Communications Conference, 2011

Bandit problems in networks: Asymptotically efficient distributed allocation rules.

Proceedings of the 50th IEEE Conference on Decision and Control and European Control Conference, 2011

A coordination-free distributed algorithm for simple assignment problems using randomized actions.

Proceedings of the Conference Record of the Forty Fifth Asilomar Conference on Signals, 2011

2010

Higher dimensional consensus: learning in large-scale networks.

IEEE Trans. Signal Processing, 2010

DILAND: an algorithm for distributed sensor localization with noisy distance measurements.

IEEE Trans. Signal Processing, 2010

Distributed consensus algorithms in sensor networks: quantized data and random link failures.

IEEE Trans. Signal Processing, 2010

Gossip Algorithms for Distributed Signal Processing.

Proceedings of the IEEE, 2010

Convergence Rate Analysis of Distributed Gossip (Linear Parameter) Estimation: Fundamental Limits and Tradeoffs

CoRR, 2010

Gossip and Distributed Kalman Filtering: Weak Consensus under Weak Detectability

CoRR, 2010

Gossip Algorithms for Distributed Signal Processing

CoRR, 2010

Designing the parameters of high dimensional consensus: Multi-objective optimization and pareto-optimality.

Proceedings of the IEEE International Conference on Acoustics, 2010

On connectivity, observability, and stability in distributed estimation.

Proceedings of the 49th IEEE Conference on Decision and Control, 2010

Sample path large deviations for the randomly sampled continuous-discrete Kalman filter.

Proceedings of the 49th IEEE Conference on Decision and Control, 2010

2009

Distributed sensor localization in random environments using minimal number of anchor nodes.

IEEE Trans. Signal Processing, 2009

Distributed Consensus Algorithms in Sensor Networks With Imperfect Communication: Link Failures and Channel Noise.

IEEE Trans. Signal Processing, 2009

Kalman Filtering with Intermittent Observations: Weak Convergence and Moderate Deviations

CoRR, 2009

DILAND: An Algorithm for Distributed Sensor Localization with Noisy Distance Measurements

CoRR, 2009

A Random Dynamical Systems Approach to Filtering in Large-scale Networks

CoRR, 2009

Higher Dimensional Consensus: Learning in Large-Scale Networks

CoRR, 2009

Kalman Filtering with Intermittent Observations: Weak Convergence to a Stationary Distribution

CoRR, 2009

Higher dimensional consensus algorithms in sensor networks.

Proceedings of the IEEE International Conference on Acoustics, 2009

A mixed time-scale algorithm for distributed parameter estimation : Nonlinear observation models and imperfect communication.

Proceedings of the IEEE International Conference on Acoustics, 2009

2008

Sensor Networks With Random Links: Topology Design for Distributed Consensus.

IEEE Trans. Signal Processing, 2008

Topology for Distributed Inference on Graphs.

IEEE Trans. Signal Processing, 2008

Distributed Parameter Estimation in Sensor Networks: Nonlinear Observation Models and Imperfect Communication

CoRR, 2008

Distributed Sensor Localization in Random Environments using Minimal Number of Anchor Nodes

CoRR, 2008

Distributed average consensus in sensor networks with quantized inter-sensor communication.

Proceedings of the IEEE International Conference on Acoustics, 2008

2007

Distributed Consensus Algorithms in Sensor Networks: Quantized Data

CoRR, 2007

Distributed Consensus Algorithms in Sensor Networks: Link Failures and Channel Noise

CoRR, 2007

Sensor Networks with Random Links: Topology Design for Distributed Consensus

CoRR, 2007

Distributed Average Consensus in Sensor Networks with Random Link Failures.

Proceedings of the IEEE International Conference on Acoustics, 2007

2006

Topology for Distributed Inference on Graphs

CoRR, 2006