Shana Moothedath

Entropy, July, 2024

Stochastic Dynamic Information Flow Tracking game using supervised learning for detecting advanced persistent threats.

[BibT_eX]

[DOI]

Autom., January, 2024

Fast and Sample-Efficient Relevance-Based Multi-Task Representation Learning.

[BibT_eX]

[DOI]

IEEE Control. Syst. Lett., 2024

Distributed Multi-Task Learning for Stochastic Bandits with Context Distribution and Stage-wise Constraints.

[BibT_eX]

[DOI]

CoRR, 2024

Federated Learning for Heterogeneous Bandits with Unobserved Contexts.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2024

Fast and Sample Efficient Multi-Task Representation Learning in Stochastic Contextual Bandits.

[BibT_eX]

[DOI]

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Decentralized Low Rank Matrix Recovery from Column-Wise Projections by Alternating GD and Minimization.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2024

Distributed Stochastic Contextual Bandits for Protein Drug Interaction.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2024

2023

Minimal Input Structural Modifications for Strongly Structural Controllability.

[BibT_eX]

[DOI]

Geethu Joseph

CoRR, 2023

Federated Stochastic Bandit Learning with Unobserved Context.

[BibT_eX]

[DOI]

CoRR, 2023

Comparing Decentralized Gradient Descent Approaches and Guarantees.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2023

Distributed Stochastic Bandits with Hidden Contexts.

[BibT_eX]

[DOI]

Proceedings of the European Control Conference, 2023

Distributed Stochastic Bandit Learning with Delayed Context Observation.

[BibT_eX]

[DOI]

Proceedings of the European Control Conference, 2023

Feature Selection in Distributed Stochastic Linear Bandits.

[BibT_eX]

[DOI]

Proceedings of the American Control Conference, 2023

Fast Federated Low Rank Matrix Completion.

[BibT_eX]

[DOI]

Ahmed Ali Abbasi

Proceedings of the 59th Annual Allerton Conference on Communication, 2023

2022

Distributed Stochastic Bandit Learning with Context Distributions.

[BibT_eX]

[DOI]

CoRR, 2022

Fully-Decentralized Alternating Projected Gradient Descent for Low Rank column-wise Compressive Sensing.

[BibT_eX]

[DOI]

CoRR, 2022

Dec-AltProjGDmin: Fully-Decentralized Alternating Projected Gradient Descent for Low Rank Column-wise Compressive Sensing.

[BibT_eX]

[DOI]

Baskar Ganapathysubramanian

Proceedings of the 61st IEEE Conference on Decision and Control, 2022

Stochastic Conservative Contextual Linear Bandits.

[BibT_eX]

[DOI]

Proceedings of the 61st IEEE Conference on Decision and Control, 2022

Fully Decentralized and Federated Low Rank Compressive Sensing.

[BibT_eX]

[DOI]

Proceedings of the American Control Conference, 2022

2021

Feedback Robustness in Structured Closed-loop System.

[BibT_eX]

[DOI]

RaviTeja Gundeti

Eur. J. Control, 2021

2020

Optimal Network Topology Design in Composite Systems for Structural Controllability.

[BibT_eX]

[DOI]

IEEE Trans. Control. Netw. Syst., 2020

A Game-Theoretic Approach for Dynamic Information Flow Tracking to Detect Multistage Advanced Persistent Threats.

[BibT_eX]

[DOI]

IEEE Trans. Autom. Control., 2020

Minimum Cost Feedback Selection in Structured Systems: Hardness and Approximation Algorithm.

[BibT_eX]

[DOI]

Aishwary Joshi

IEEE Trans. Autom. Control., 2020

A Multi-Agent Reinforcement Learning Approach for Dynamic Information Flow Tracking Games for Advanced Persistent Threats.

[BibT_eX]

[DOI]

CoRR, 2020

Quickest Detection of Advanced Persistent Threats: A Semi-Markov Game Approach.

[BibT_eX]

[DOI]

Proceedings of the 11th ACM/IEEE International Conference on Cyber-Physical Systems, 2020

2019

Sparsest Feedback Selection for Structurally Cyclic Systems With Dedicated Actuators and Sensors in Polynomial Time.

[BibT_eX]

[DOI]

IEEE Trans. Autom. Control., 2019

Approximating constrained minimum cost input-output selection for generic arbitrary pole placement in structured systems.

[BibT_eX]

[DOI]

Autom., 2019

Optimal selection of essential interconnections for structural controllability in heterogeneous subsystems.

[BibT_eX]

[DOI]

Autom., 2019

Stochastic Dynamic Information Flow Tracking Game with Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the Decision and Game Theory for Security - 10th International Conference, 2019

Target Controllability of Structured Systems.

[BibT_eX]

[DOI]

Proceedings of the 17th European Control Conference, 2019

Dynamic Information Flow Tracking Games for Simultaneous Detection of Multiple Attackers.

[BibT_eX]

[DOI]

Proceedings of the 58th IEEE Conference on Decision and Control, 2019

Learning Equilibria in Stochastic Information Flow Tracking Games with Partial Knowledge.

[BibT_eX]

[DOI]

Proceedings of the 58th IEEE Conference on Decision and Control, 2019

Minimizing Inputs for Strong Structural Controllability.

[BibT_eX]

[DOI]

Kumar Yashashwi

Proceedings of the 2019 American Control Conference, 2019

A Game Theoretic Approach for Dynamic Information Flow Tracking with Conditional Branching.

[BibT_eX]

[DOI]

Proceedings of the 2019 American Control Conference, 2019

Optimal Network Topology Design in Composite Systems with Constrained Neighbors for Structural Controllability.

[BibT_eX]

[DOI]

Aishwary Joshi

Proceedings of the 2019 American Control Conference, 2019

2018

Minimum Cost Feedback Selection for Arbitrary Pole Placement in Structured Systems.

[BibT_eX]

[DOI]

IEEE Trans. Autom. Control., 2018

A Flow-Network-Based Polynomial-Time Approximation Algorithm for the Minimum Constrained Input Structural Controllability Problem.

[BibT_eX]

[DOI]

IEEE Trans. Autom. Control., 2018

A Game Theoretic Approach for Dynamic Information Flow Tracking to Detect Multi-Stage Advanced Persistent Threats.

[BibT_eX]

[DOI]

CoRR, 2018

Multi-stage Dynamic Information Flow Tracking Game.

[BibT_eX]

[DOI]

Proceedings of the Decision and Game Theory for Security - 9th International Conference, 2018

A Randomized Algorithm for Minimum Cost Constrained Input Selection for State Space Structural Controllability.

[BibT_eX]

[DOI]

Proceedings of the 16th European Control Conference, 2018

2017

Rapidly Mixing Markov Chain Monte Carlo Technique for Matching Problems with Global Utility Function.

[BibT_eX]

[DOI]