Georgios Kotsalis

23 papers C 2Journal 10Unranked 10

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A Model-Free First-Order Method for Linear Quadratic Regulator with \(\boldsymbol{\tilde {O}(1/\varepsilon )}\) Sampling Complexity. SIAM J. Control. Optim. Caleb Ju, Georgios Kotsalis, Guanghui Lan
2022	J	`jnl`	Simple and Optimal Methods for Stochastic Variational Inequalities, I: Operator Extrapolation. SIAM J. Optim. Georgios Kotsalis, Guanghui Lan, Tianjiao Li
2022	J	`jnl`	Simple and Optimal Methods for Stochastic Variational Inequalities, II: Markovian Noise and Policy Evaluation in Reinforcement Learning. SIAM J. Optim. Georgios Kotsalis, Guanghui Lan, Tianjiao Li
2022	J	`jnl`	Tight computationally efficient approximation of matrix norms with applications. Open J. Math. Optim. Anatoli B. Juditsky, Georgios Kotsalis, Arkadi Nemirovski
2022	—	`—`	Tractable approximations and algorithmic aspects of optimization under uncertainty. Georgios Kotsalis
2021	J	`jnl`	Convex Optimization for Finite-Horizon Robust Covariance Control of Linear Stochastic Systems. SIAM J. Control. Optim. Georgios Kotsalis, Guanghui Lan, Arkadi S. Nemirovsky
2020	J	`jnl`	Simple and optimal methods for stochastic variational inequalities, I: operator extrapolation. CoRR Georgios Kotsalis, Guanghui Lan, Tianjiao Li
2020	J	`jnl`	Simple and optimal methods for stochastic variational inequalities, II: Markovian noise and policy evaluation in reinforcement learning. CoRR Georgios Kotsalis, Guanghui Lan, Tianjiao Li
2018	—	`conf`	Nash and Correlated Equilibria for Pursuit-Evasion Games Under Lack of Common Knowledge. CDC Daniel T. Larsson, Georgios Kotsalis, Panagiotis Tsiotras
2015	—	`conf`	Limits of performance for the model reduction problem of hidden Markov models. CDC Georgios Kotsalis, Jeff S. Shamma
2013	—	`conf`	Cyber-Attack Forecast Modeling and Complexity Reduction Using a Game-Theoretic Framework. CPSW@CISS Malachi Jones, Georgios Kotsalis, Jeff S. Shamma
2013	—	`conf`	Dynamic mechanism design in correlated environments. CDC Georgios Kotsalis, Jeff S. Shamma
2013	—	`conf`	Fragility and robust design of optimal auctions. Allerton Georgios Kotsalis, Jeff S. Shamma
2012	—	`conf`	A fundamental limitation to the reduction of Markov chains via aggregation. Allerton Conference Georgios Kotsalis, Jeff S. Shamma
2011	—	`conf`	A counterexample to aggregation based model reduction of Hidden Markov Models. CDC/ECC Georgios Kotsalis, Jeff S. Shamma
2010	J	`jnl`	Balanced Truncation for Discrete Time Markov Jump Linear Systems. IEEE Trans. Autom. Control. Georgios Kotsalis, Anders Rantzer
2010	—	`conf`	Robust synthesis in mechanism design. CDC Georgios Kotsalis, Jeff S. Shamma
2009	J	`jnl`	Multivariable Optimization-Based Model Reduction. IEEE Trans. Autom. Control. Aivar Sootla, Anders Rantzer, Georgios Kotsalis
2008	J	`jnl`	Balanced Truncation for a Class of Stochastic Jump Linear Systems and Model Reduction for Hidden Markov Models. IEEE Trans. Autom. Control. Georgios Kotsalis, Alexandre Megretski, Munther A. Dahleh
2008	C	`conf`	Balanced truncation for a general class of discrete-time Markov Jump linear systems. ACC Georgios Kotsalis, Anders Rantzer
2006	—	`conf`	A Model Reduction Algorithm for Hidden Markov Models. CDC Georgios Kotsalis, Alexandre Megretski, Munther A. Dahleh
2006	C	`conf`	Model reduction of discrete-time Markov jump linear systems. ACC Georgios Kotsalis, Alexandre Megretski, Munther A. Dahleh
2003	—	`conf`	Model reduction of irreducible Markov chains. CDC Georgios Kotsalis, Munther A. Dahleh