Muhammed O. Sayin

IEEE Control. Syst. Lett., 2024

Generalized Individual Q-learning for Polymatrix Games with Partial Observations.

[BibT_eX]

[DOI]

Ahmed Said Donmez

CoRR, 2024

Team Collaboration vs Competition: New Fictitious Play Dynamics for Multi-team Zero-Sum Games.

[BibT_eX]

[DOI]

Ahmed Said Donmez

Yuksel Arslantas

CoRR, 2024

2023

Convergence of Heterogeneous Learning Dynamics in Zero-sum Stochastic Games.

[BibT_eX]

[DOI]

CoRR, 2023

Decentralized Learning for Stochastic Games: Beyond Zero Sum and Identical Interest.

[BibT_eX]

[DOI]

CoRR, 2023

Efficient-Q Learning for Stochastic Games.

[BibT_eX]

[DOI]

Onur Unlu

CoRR, 2023

Reinforcement-Learning-Based Job-Shop Scheduling for Intelligent Intersection Management.

[BibT_eX]

[DOI]

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2023

Episodic Logit-Q Dynamics for Efficient Learning in Stochastic Teams.

[BibT_eX]

[DOI]

Onur Unlu

Proceedings of the 62nd IEEE Conference on Decision and Control, 2023

2022

Bayesian Persuasion With State-Dependent Quadratic Cost Measures.

[BibT_eX]

[DOI]

IEEE Trans. Autom. Control., 2022

Fictitious Play in Zero-Sum Stochastic Games.

[BibT_eX]

[DOI]

Francesca Parise

Asuman E. Ozdaglar

SIAM J. Control. Optim., 2022

Logit-Q Learning in Markov Games.

[BibT_eX]

[DOI]

Onur Unlu

CoRR, 2022

Fictitious Play in Markov Games with Single Controller.

[BibT_eX]

[DOI]

Kaiqing Zhang

Asuman E. Ozdaglar

Proceedings of the EC '22: The 23rd ACM Conference on Economics and Computation, Boulder, CO, USA, July 11, 2022

On the Heterogeneity of Independent Learning Dynamics in Zero-sum Stochastic Games.

[BibT_eX]

[DOI]

K. Alperen Cetiner

Proceedings of the Learning for Dynamics and Control Conference, 2022

On the Global Convergence of Stochastic Fictitious Play in Stochastic Games with Turn-based Controllers.

[BibT_eX]

[DOI]

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

2021

Persuasion-Based Robust Sensor Design Against Attackers With Unknown Control Objectives.

[BibT_eX]

[DOI]

IEEE Trans. Autom. Control., 2021

Independent Learning in Stochastic Games.

[BibT_eX]

[DOI]

Asuman E. Ozdaglar

Kaiqing Zhang

CoRR, 2021

Decentralized Q-learning in Zero-sum Markov Games.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

2020

Reliable Smart Road Signs.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., 2020

2019

Belief shaping in noncooperative communication and control systems through strategic signaling

[BibT_eX]

[DOI]

PhD thesis, 2019

Information-Driven Autonomous Intersection Control via Incentive Compatible Mechanisms.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., 2019

Team-optimal online estimation of dynamic parameters over distributed tree networks.

[BibT_eX]

[DOI]

Osman Fatih Kiliç

Tolga Ergen

Signal Process., 2019

Nonlinear regression via incremental decision trees.

[BibT_eX]

[DOI]

Mohammadreza Mohaghegh Neyshabouri

Huseyin Ozkan

Pattern Recognit., 2019

Optimal Hierarchical Signaling for Quadratic Cost Measures and General Distributions: A Copositive Program Characterization.

[BibT_eX]

[DOI]

CoRR, 2019

Deception-As-Defense Framework for Cyber-Physical Systems.

[BibT_eX]

[DOI]

CoRR, 2019

A Game Theoretical Error-Correction Framework for Secure Traffic-Sign Classification.

[BibT_eX]

[DOI]

CoRR, 2019

Robust Sensor Design Against Multiple Attackers with Misaligned Control Objectives.

[BibT_eX]

[DOI]

CoRR, 2019

Hierarchical multistage Gaussian signaling games in noncooperative communication and control systems.

[BibT_eX]

[DOI]

Autom., 2019

On the Optimality of Linear Signaling to Deceive Kalman Filters over Finite/Infinite Horizons.

[BibT_eX]

[DOI]

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

2018

Secure Sensor Design Against Undetected Infiltration: Minimum Impact-Minimum Damage.

[BibT_eX]

[DOI]

CoRR, 2018

A Game Theoretical Framework for Inter-process Adversarial Intervention Detection.

[BibT_eX]

[DOI]

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

Dynamic Information Disclosure for Deception<sup>*</sup>.

[BibT_eX]

[DOI]

Proceedings of the 57th IEEE Conference on Decision and Control, 2018

Secure Sensor Design for Resiliency of Control Systems Prior to Attack Detection.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Control Technology and Applications, 2018

Reliable Intersection Control in Non-cooperative Environments.

[BibT_eX]

[DOI]

Proceedings of the 2018 Annual American Control Conference, 2018

Deceptive Multi-dimensional Information Disclosure over a Gaussian Channel.

[BibT_eX]

[DOI]

Proceedings of the 2018 Annual American Control Conference, 2018

2017

Stochastic Subgradient Algorithms for Strongly Convex Optimization Over Distributed Networks.

[BibT_eX]

[DOI]

IEEE Trans. Netw. Sci. Eng., 2017

Sequential Nonlinear Learning for Distributed Multiagent Systems via Extreme Learning Machines.

[BibT_eX]

[DOI]

Nuri Denizcan Vanli

IEEE Trans. Neural Networks Learn. Syst., 2017

Computationally highly efficient mixture of adaptive filters.

[BibT_eX]

[DOI]

Osman Fatih Kiliç

Signal Image Video Process., 2017

Team-optimal distributed MMSE estimation in general and tree networks.

[BibT_eX]

[DOI]

Digit. Signal Process., 2017

Robust adaptive algorithms for underwater acoustic channel estimation and their performance analysis.

[BibT_eX]

[DOI]

Digit. Signal Process., 2017

Timing and security analysis of VANET-based intelligent transportation systems: (Invited paper).

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE/ACM International Conference on Computer-Aided Design, 2017

Secure Sensor Design for Cyber-Physical Systems Against Advanced Persistent Threats.

[BibT_eX]

[DOI]

Proceedings of the Decision and Game Theory for Security - 8th International Conference, 2017

2016

Sequential Prediction Over Hierarchical Structures.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2016

Network structures and fast distributed MMSE estimation.

[BibT_eX]

[DOI]

CoRR, 2016

Hierarchical Multi-stage Gaussian Signaling Games.

[BibT_eX]

[DOI]

CoRR, 2016

Mixture of set membership filters approach for big data signal processing.

[BibT_eX]

[DOI]

Osman Fatih Kiliç

Muhammed Omer Sayin

Proceedings of the 24th Signal Processing and Communication Application Conference, 2016

Strategic control of a tracking system.

[BibT_eX]

[DOI]

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

On the structure of equilibrium strategies in dynamic Gaussian signaling games.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE Conference on Control Applications, 2016

2015

The Krylov-proportionate normalized least mean fourth approach: Formulation and performance analysis.

[BibT_eX]

[DOI]

Yasin Yilmaz

Alper Demir

Signal Process., 2015

A new robust adaptive algorithm for underwater acoustic channel equalization.

[BibT_eX]

[DOI]

Dariush Kari

Muhammed Omer Sayin

CoRR, 2015

Universal online prediction via order preserving patterns.

[BibT_eX]

[DOI]

Proceedings of the 25th IEEE International Workshop on Machine Learning for Signal Processing, 2015

Efficient and distributed tracking of evolving state.

[BibT_eX]

[DOI]

Proceedings of the 25th IEEE International Workshop on Machine Learning for Signal Processing, 2015

Twice-universal piecewise linear regression via infinite depth context trees.

[BibT_eX]

[DOI]

Tolga Goze

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

A Scalable Approach for Online Hierarchical Big Data Mining.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Congress on Big Data, New York City, NY, USA, June 27, 2015

Optimal and Efficient Distributed Online Learning for Big Data.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Congress on Big Data, New York City, NY, USA, June 27, 2015

2014

A Novel Family of Adaptive Filtering Algorithms Based on the Logarithmic Cost.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2014

Compressive Diffusion Strategies Over Distributed Networks for Reduced Communication Load.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2014

Stochastic Subgradient Algorithms for Strongly Convex Optimization over Distributed Networks.

[BibT_eX]

[DOI]

CoRR, 2014

Online Piecewise Linear Regression via Infinite Depth Context Trees.

[BibT_eX]

[DOI]

CoRR, 2014

Competitive linear MMSE estimation under structured data uncertainties.

[BibT_eX]

[DOI]

Proceedings of the 2014 22nd Signal Processing and Communications Applications Conference (SIU), 2014

Robust set-membership filtering algorithms against impulsive noise.

[BibT_eX]

[DOI]

Proceedings of the 2014 22nd Signal Processing and Communications Applications Conference (SIU), 2014

Performance analysis of scalar diffusion strategy over distributed network.

[BibT_eX]

[DOI]

Proceedings of the 2014 22nd Signal Processing and Communications Applications Conference (SIU), 2014

Logarithmic regret bound over diffusion based distributed estimation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2014

Improved convergence performance of adaptive algorithms through logarithmic cost.

[BibT_eX]

[DOI]

Nuri Denizcan Vanli

Proceedings of the IEEE International Conference on Acoustics, 2014

Energy consumption forecasting via order preserving pattern matching.

[BibT_eX]

[DOI]

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

Communication efficient channel estimation over distributed networks.

[BibT_eX]

[DOI]

Tolga Goze

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

Comprehensive lower bounds on sequential prediction.

[BibT_eX]

[DOI]

Salih Ergüt

Proceedings of the 22nd European Signal Processing Conference, 2014

Piecewise nonlinear regression via decision adaptive trees.

[BibT_eX]

[DOI]

Salih Ergüt

Proceedings of the 22nd European Signal Processing Conference, 2014

2013

Single Bit and Reduced Dimension Diffusion Strategies Over Distributed Networks.

[BibT_eX]

[DOI]