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Muhammed O. Sayin
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2020 – today
- 2024
- [j19]Yuksel Arslantas
, Ege Yuceel
, Muhammed O. Sayin
:
Strategizing Against Q-Learners: A Control-Theoretical Approach. IEEE Control. Syst. Lett. 8: 1733-1738 (2024) - [c33]Ahmed Said Donmez, Muhammed O. Sayin:
Generalized Individual Q-learning for Polymatrix Games with Partial Observations. CDC 2024: 3209-3214 - [c32]Ahmed Said Donmez, Yuksel Arslantas, Muhammed Omer Sayin:
Team-Fictitious Play for Reaching Team-Nash Equilibrium in Multi-team Games. NeurIPS 2024 - [i28]Ahmed Said Donmez, Yuksel Arslantas, Muhammed O. Sayin
:
Team Collaboration vs Competition: New Fictitious Play Dynamics for Multi-team Zero-Sum Games. CoRR abs/2402.02147 (2024) - [i27]Yuksel Arslantas, Ege Yuceel
, Muhammed O. Sayin
:
Strategizing against Q-learners: A Control-theoretical Approach. CoRR abs/2403.08906 (2024) - [i26]Ahmed Said Donmez, Muhammed O. Sayin:
Generalized Individual Q-learning for Polymatrix Games with Partial Observations. CoRR abs/2409.02663 (2024) - 2023
- [c31]Onur Unlu, Muhammed O. Sayin
:
Episodic Logit-Q Dynamics for Efficient Learning in Stochastic Teams. CDC 2023: 1985-1990 - [c30]Shao-Ching Huang, Kai-En Lin, Cheng-Yen Kuo, Li-Heng Lin, Muhammed O. Sayin
, Chung-Wei Lin:
Reinforcement-Learning-Based Job-Shop Scheduling for Intelligent Intersection Management. DATE 2023: 1-6 - [i25]Muhammed O. Sayin
, Onur Unlu:
Efficient-Q Learning for Stochastic Games. CoRR abs/2302.09806 (2023) - [i24]Muhammed O. Sayin
:
Decentralized Learning for Stochastic Games: Beyond Zero Sum and Identical Interest. CoRR abs/2310.07256 (2023) - [i23]Yuksel Arslantas, Ege Yuceel
, Yigit Yalin, Muhammed O. Sayin
:
Convergence of Heterogeneous Learning Dynamics in Zero-sum Stochastic Games. CoRR abs/2311.00778 (2023) - 2022
- [j18]Muhammed O. Sayin
, Francesca Parise
, Asuman E. Ozdaglar:
Fictitious Play in Zero-Sum Stochastic Games. SIAM J. Control. Optim. 60(4): 2095-2114 (2022) - [j17]Muhammed O. Sayin
, Tamer Basar
:
Bayesian Persuasion With State-Dependent Quadratic Cost Measures. IEEE Trans. Autom. Control. 67(3): 1241-1252 (2022) - [c29]Muhammed O. Sayin
:
On the Global Convergence of Stochastic Fictitious Play in Stochastic Games with Turn-based Controllers. CDC 2022: 2851-2856 - [c28]Muhammed O. Sayin, K. Alperen Cetiner:
On the Heterogeneity of Independent Learning Dynamics in Zero-sum Stochastic Games. L4DC 2022: 994-1005 - [c27]Muhammed O. Sayin
, Kaiqing Zhang, Asuman E. Ozdaglar:
Fictitious Play in Markov Games with Single Controller. EC 2022: 919-936 - [i22]Muhammed O. Sayin
:
On the Global Convergence of Stochastic Fictitious Play in Stochastic Games with Turn-based Controllers. CoRR abs/2204.01382 (2022) - [i21]Muhammed O. Sayin
, Kaiqing Zhang, Asuman E. Ozdaglar:
Fictitious Play in Markov Games with Single Controller. CoRR abs/2205.11389 (2022) - [i20]Muhammed O. Sayin
, Onur Unlu:
Logit-Q Learning in Markov Games. CoRR abs/2205.13266 (2022) - 2021
- [j16]Muhammed O. Sayin
, Tamer Basar
:
Persuasion-Based Robust Sensor Design Against Attackers With Unknown Control Objectives. IEEE Trans. Autom. Control. 66(10): 4589-4603 (2021) - [c26]Muhammed O. Sayin, Kaiqing Zhang, David S. Leslie, Tamer Basar, Asuman E. Ozdaglar:
Decentralized Q-learning in Zero-sum Markov Games. NeurIPS 2021: 18320-18334 - [i19]Muhammed O. Sayin, Kaiqing Zhang, David S. Leslie, Tamer Basar, Asuman E. Ozdaglar:
Decentralized Q-Learning in Zero-sum Markov Games. CoRR abs/2106.02748 (2021) - [i18]Asuman E. Ozdaglar, Muhammed O. Sayin, Kaiqing Zhang:
Independent Learning in Stochastic Games. CoRR abs/2111.11743 (2021) - [i17]Muhammed O. Sayin, K. Alperen Cetiner:
On the Heterogeneity of Independent Learning Dynamics in Zero-sum Stochastic Games. CoRR abs/2112.06181 (2021) - 2020
- [j15]Muhammed O. Sayin
, Chung-Wei Lin
, Eunsuk Kang, Shinichi Shiraishi, Tamer Basar
:
Reliable Smart Road Signs. IEEE Trans. Intell. Transp. Syst. 21(12): 4995-5009 (2020) - [i16]Muhammed O. Sayin, Francesca Parise, Asuman E. Ozdaglar:
Fictitious play in zero-sum stochastic games. CoRR abs/2010.04223 (2020)
2010 – 2019
- 2019
- [b1]Muhammed O. Sayin:
Belief shaping in noncooperative communication and control systems through strategic signaling. University of Illinois Urbana-Champaign, USA, 2019 - [j14]Muhammed O. Sayin
, Emrah Akyol
, Tamer Basar:
Hierarchical multistage Gaussian signaling games in noncooperative communication and control systems. Autom. 107: 9-20 (2019) - [j13]N. Denizcan Vanli, Muhammed O. Sayin
, Mohammadreza Mohaghegh Neyshabouri
, Huseyin Ozkan
, Suleyman Serdar Kozat:
Nonlinear regression via incremental decision trees. Pattern Recognit. 86: 1-13 (2019) - [j12]Osman Fatih Kiliç
, Tolga Ergen
, Muhammed O. Sayin
, Suleyman Serdar Kozat:
Team-optimal online estimation of dynamic parameters over distributed tree networks. Signal Process. 154: 148-158 (2019) - [j11]Muhammed O. Sayin
, Chung-Wei Lin
, Shinichi Shiraishi
, Jiajun Shen
, Tamer Basar
:
Information-Driven Autonomous Intersection Control via Incentive Compatible Mechanisms. IEEE Trans. Intell. Transp. Syst. 20(3): 912-924 (2019) - [c25]Muhammed O. Sayin
, Tamer Basar:
On the Optimality of Linear Signaling to Deceive Kalman Filters over Finite/Infinite Horizons. GameSec 2019: 459-478 - [i15]Muhammed O. Sayin, Tamer Basar:
Robust Sensor Design Against Multiple Attackers with Misaligned Control Objectives. CoRR abs/1901.10618 (2019) - [i14]Muhammed O. Sayin, Chung-Wei Lin, Eunsuk Kang, Shinichi Shiraishi, Tamer Basar:
A Game Theoretical Error-Correction Framework for Secure Traffic-Sign Classification. CoRR abs/1901.10622 (2019) - [i13]Muhammed O. Sayin, Tamer Basar:
Deception-As-Defense Framework for Cyber-Physical Systems. CoRR abs/1902.01364 (2019) - [i12]Muhammed O. Sayin, Tamer Basar:
Optimal Hierarchical Signaling for Quadratic Cost Measures and General Distributions: A Copositive Program Characterization. CoRR abs/1907.09070 (2019) - 2018
- [c24]Muhammed O. Sayin
, Chung-Wei Lin, Shinichi Shiraishi, Tamer Basar:
Reliable Intersection Control in Non-cooperative Environments. ACC 2018: 609-614 - [c23]Muhammed O. Sayin
, Tamer Basar:
Deceptive Multi-dimensional Information Disclosure over a Gaussian Channel. ACC 2018: 6545-6552 - [c22]Muhammed O. Sayin
, Tamer Basar:
Secure Sensor Design for Resiliency of Control Systems Prior to Attack Detection. CCTA 2018: 1686-1691 - [c21]Muhammed O. Sayin
, Tamer Basar:
Dynamic Information Disclosure for Deception*. CDC 2018: 1110-1117 - [c20]Muhammed O. Sayin
, Hossein Hosseini, Radha Poovendran
, Tamer Basar:
A Game Theoretical Framework for Inter-process Adversarial Intervention Detection. GameSec 2018: 486-507 - [i11]Muhammed O. Sayin, Tamer Basar:
Secure Sensor Design Against Undetected Infiltration: Minimum Impact-Minimum Damage. CoRR abs/1801.01630 (2018) - [i10]Muhammed O. Sayin, Chung-Wei Lin, Shinichi Shiraishi, Tamer Basar:
Reliable Intersection Control in Non-cooperative Environments. CoRR abs/1802.08138 (2018) - 2017
- [j10]Muhammed O. Sayin
, Suleyman Serdar Kozat, Tamer Basar:
Team-optimal distributed MMSE estimation in general and tree networks. Digit. Signal Process. 64: 83-95 (2017) - [j9]Dariush Kari
, Iman Marivani, Farhan Khan
, Muhammed Omer Sayin
, Suleyman Serdar Kozat:
Robust adaptive algorithms for underwater acoustic channel estimation and their performance analysis. Digit. Signal Process. 68: 57-68 (2017) - [j8]Osman Fatih Kiliç, Muhammed O. Sayin
, Ibrahim Delibalta
, Suleyman Serdar Kozat:
Computationally highly efficient mixture of adaptive filters. Signal Image Video Process. 11(2): 235-242 (2017) - [j7]Nuri Denizcan Vanli, Muhammed O. Sayin
, Ibrahim Delibalta
, Suleyman Serdar Kozat:
Sequential Nonlinear Learning for Distributed Multiagent Systems via Extreme Learning Machines. IEEE Trans. Neural Networks Learn. Syst. 28(3): 546-558 (2017) - [j6]Muhammed O. Sayin
, N. Denizcan Vanli
, Suleyman Serdar Kozat, Tamer Basar:
Stochastic Subgradient Algorithms for Strongly Convex Optimization Over Distributed Networks. IEEE Trans. Netw. Sci. Eng. 4(4): 248-260 (2017) - [c19]Muhammed O. Sayin
, Tamer Basar:
Secure Sensor Design for Cyber-Physical Systems Against Advanced Persistent Threats. GameSec 2017: 91-111 - [c18]Bowen Zheng, Muhammed O. Sayin
, Chung-Wei Lin, Shinichi Shiraishi, Qi Zhu
:
Timing and security analysis of VANET-based intelligent transportation systems: (Invited paper). ICCAD 2017: 984-991 - 2016
- [j5]N. Denizcan Vanli, Kaan Gökcesu, Muhammed O. Sayin
, Hikmet Yildiz, Suleyman Serdar Kozat:
Sequential Prediction Over Hierarchical Structures. IEEE Trans. Signal Process. 64(23): 6284-6298 (2016) - [c17]Muhammed O. Sayin
, Emrah Akyol
, Tamer Basar:
On the structure of equilibrium strategies in dynamic Gaussian signaling games. CCA 2016: 749-754 - [c16]Muhammed O. Sayin
, Emrah Akyol
, Tamer Basar:
Strategic control of a tracking system. CDC 2016: 6147-6153 - [c15]Osman Fatih Kiliç, Muhammed Omer Sayin
, Ibrahim Delibalta
, Suleyman Serdar Kozat:
Mixture of set membership filters approach for big data signal processing. SIU 2016: 1217-1220 - [i9]Muhammed O. Sayin, Emrah Akyol, Tamer Basar:
On the Structure of Equilibrium Strategies in Dynamic Gaussian Signaling Games. CoRR abs/1607.02864 (2016) - [i8]Muhammed O. Sayin, Emrah Akyol, Tamer Basar:
Hierarchical Multi-stage Gaussian Signaling Games. CoRR abs/1609.09448 (2016) - [i7]Muhammed O. Sayin, Suleyman Serdar Kozat:
Network structures and fast distributed MMSE estimation. CoRR abs/1610.00681 (2016) - 2015
- [j4]Muhammed O. Sayin
, Yasin Yilmaz, Alper Demir
, Suleyman Serdar Kozat:
The Krylov-proportionate normalized least mean fourth approach: Formulation and performance analysis. Signal Process. 109: 1-13 (2015) - [c14]N. Denizcan Vanli, Muhammed O. Sayin
, Ibrahim Delibalta
, Suleyman Serdar Kozat:
A Scalable Approach for Online Hierarchical Big Data Mining. BigData Congress 2015: 1-8 - [c13]Muhammed O. Sayin
, N. Denizcan Vanli, Ibrahim Delibalta
, Suleyman Serdar Kozat:
Optimal and Efficient Distributed Online Learning for Big Data. BigData Congress 2015: 126-133 - [c12]N. Denizcan Vanli, Muhammed O. Sayin
, Tolga Goze, Suleyman Serdar Kozat:
Twice-universal piecewise linear regression via infinite depth context trees. ICASSP 2015: 2051-2055 - [c11]Muhammed O. Sayin
, N. Denizcan Vanli, Ibrahim Delibalta
, Suleyman Serdar Kozat:
Efficient and distributed tracking of evolving state. MLSP 2015: 1-6 - [c10]N. Denizcan Vanli, Muhammed O. Sayin
, Ibrahim Delibalta
, Suleyman Serdar Kozat:
Universal online prediction via order preserving patterns. MLSP 2015: 1-6 - [i6]Dariush Kari, Muhammed Omer Sayin, Suleyman Serdar Kozat:
A new robust adaptive algorithm for underwater acoustic channel equalization. CoRR abs/1512.06222 (2015) - 2014
- [j3]Muhammed O. Sayin
, N. Denizcan Vanli, Suleyman Serdar Kozat:
A Novel Family of Adaptive Filtering Algorithms Based on the Logarithmic Cost. IEEE Trans. Signal Process. 62(17): 4411-4424 (2014) - [j2]Muhammed O. Sayin
, Suleyman Serdar Kozat:
Compressive Diffusion Strategies Over Distributed Networks for Reduced Communication Load. IEEE Trans. Signal Process. 62(20): 5308-5323 (2014) - [c9]N. Denizcan Vanli, Muhammed O. Sayin, Salih Ergüt, Suleyman Serdar Kozat:
Piecewise nonlinear regression via decision adaptive trees. EUSIPCO 2014: 1188-1192 - [c8]N. Denizcan Vanli, Muhammed O. Sayin, Salih Ergüt, Suleyman Serdar Kozat:
Comprehensive lower bounds on sequential prediction. EUSIPCO 2014: 1193-1196 - [c7]Muhammed O. Sayin
, N. Denizcan Vanli, Tolga Goze, Suleyman Serdar Kozat:
Communication efficient channel estimation over distributed networks. GlobalSIP 2014: 138-142 - [c6]N. Denizcan Vanli, Muhammed O. Sayin
, Hikmet Yildiz, Tolga Goze, Suleyman Serdar Kozat:
Energy consumption forecasting via order preserving pattern matching. GlobalSIP 2014: 238-242 - [c5]Muhammed O. Sayin
, Nuri Denizcan Vanli, Suleyman Serdar Kozat:
Improved convergence performance of adaptive algorithms through logarithmic cost. ICASSP 2014: 4513-4517 - [c4]Muhammed O. Sayin
, N. Denizcan Vanli, Suleyman Serdar Kozat:
Logarithmic regret bound over diffusion based distributed estimation. ICASSP 2014: 8287-8291 - [c3]Muhammed O. Sayin
, N. Denizcan Vanli, Suleyman Serdar Kozat:
Robust set-membership filtering algorithms against impulsive noise. SIU 2014: 1551-1554 - [c2]Muhammed O. Sayin
, Suleyman Serdar Kozat:
Performance analysis of scalar diffusion strategy over distributed network. SIU 2014: 1567-1570 - [c1]N. Denizcan Vanli, Muhammed O. Sayin
, Suleyman Serdar Kozat:
Competitive linear MMSE estimation under structured data uncertainties. SIU 2014: 1861-1864 - [i5]N. Denizcan Vanli, Muhammed O. Sayin, Suleyman Serdar Kozat:
Online Piecewise Linear Regression via Infinite Depth Context Trees. CoRR abs/1401.6413 (2014) - [i4]Muhammed O. Sayin, Suleyman Serdar Kozat:
Compressive Diffusion Strategies Over Distributed Networks for Reduced Communication Load. CoRR abs/1402.1072 (2014) - [i3]N. Denizcan Vanli, Muhammed O. Sayin, Suleyman Serdar Kozat:
Stochastic Subgradient Algorithms for Strongly Convex Optimization over Distributed Networks. CoRR abs/1409.8277 (2014) - 2013
- [j1]Muhammed O. Sayin
, Suleyman Serdar Kozat:
Single Bit and Reduced Dimension Diffusion Strategies Over Distributed Networks. IEEE Signal Process. Lett. 20(10): 976-979 (2013) - [i2]Muhammed O. Sayin, Suleyman Serdar Kozat:
Single Bit and Reduced Dimension Diffusion Strategies Over Distributed Networks. CoRR abs/1306.1665 (2013) - [i1]Muhammed O. Sayin, N. Denizcan Vanli, Suleyman Serdar Kozat:
A Novel Family of Adaptive Filtering Algorithms Based on The Logarithmic Cost. CoRR abs/1311.6809 (2013)
Coauthor Index
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