| Simple and optimal methods for stochastic variational inequalities, ii: Markovian noise and policy evaluation in reinforcement learning G Kotsalis, G Lan, T Li arXiv preprint arXiv:2011.08434, 2020 | 40* | 2020 |
| Balanced truncation for a class of stochastic jump linear systems and model reduction for hidden Markov models G Kotsalis, A Megretski, MA Dahleh IEEE Transactions on Automatic Control 53 (11), 2543-2557, 2008 | 38 | 2008 |
| Balanced truncation for discrete time Markov jump linear systems G Kotsalis, A Rantzer IEEE Transactions on Automatic Control 55 (11), 2606-2611, 2010 | 37 | 2010 |
| Convex optimization for finite-horizon robust covariance control of linear stochastic systems G Kotsalis, G Lan, AS Nemirovski SIAM Journal on Control and Optimization 59 (1), 296-319, 2021 | 16 | 2021 |
| Multivariable optimization-based model reduction A Sootla, A Rantzer, G Kotsalis IEEE Transactions on Automatic Control 54 (10), 2477-2480, 2009 | 15 | 2009 |
| Model reduction of discrete-time Markov jump linear systems G Kotsalis, A Megretski, MA Dahleh 2006 American Control Conference, 6 pp., 2006 | 15 | 2006 |
| A model reduction algorithm for hidden Markov models G Kotsalis, A Megretski, MA Dahleh Proceedings of the 45th IEEE Conference on Decision and Control, 3424-3429, 2006 | 14 | 2006 |
| Backwash sequence optimization of a pilot-scale ultrafiltration membrane system using data-driven modeling for parameter forecasting B Zhang, G Kotsalis, J Khan, Z Xiong, T Igou, G Lan, Y Chen Journal of Membrane Science 612, 118464, 2020 | 13 | 2020 |
| Model reduction of irreducible Markov chains G Kotsalis, M Dahleh 42nd IEEE International Conference on Decision and Control (IEEE Cat. No …, 2003 | 12 | 2003 |
| Cyber-attack forecast modeling and complexity reduction using a game-theoretic framework M Jones, G Kotsalis, JS Shamma Control of Cyber-Physical Systems: Workshop held at Johns Hopkins University …, 2013 | 11 | 2013 |
| Model reduction for hidden Markov models G Kotsalis Massachusetts Institute of Technology, 2006 | 7 | 2006 |
| Robust synthesis in mechanism design G Kotsalis, JS Shamma 49th IEEE Conference on Decision and Control (CDC), 225-230, 2010 | 6 | 2010 |
| Nash and correlated equilibria for pursuit-evasion games under lack of common knowledge DT Larsson, G Kotsalis, P Tsiotras 2018 IEEE Conference on Decision and Control (CDC), 3579-3584, 2018 | 5 | 2018 |
| A counterexample to aggregation based model reduction of Hidden Markov Models G Kotsalis, JS Shamma 2011 50th IEEE Conference on Decision and Control and European Control …, 2011 | 4 | 2011 |
| Lignin valorization process control under feedstock uncertainty through a dynamic stochastic programming approach H Bao, Z Zhou, G Kotsalis, G Lan, Z Tong Reaction Chemistry & Engineering 4 (10), 1740-1747, 2019 | 3 | 2019 |
| A fundamental limitation to the reduction of Markov chains via aggregation G Kotsalis, JS Shamma 2012 50th Annual Allerton Conference on Communication, Control, and …, 2012 | 3 | 2012 |
| Dynamic mechanism design in correlated environments G Kotsalis, JS Shamma 52nd IEEE Conference on Decision and Control, 1848-1853, 2013 | 2 | 2013 |
| Tractable approximations and algorithmic aspects of optimization under uncertainty G Kotsalis Georgia Institute of Technology, 2022 | 1 | 2022 |
| Tight Computationally Efficient Approximation of Matrix Norms with Applications A Juditsky, G Kotsalis, A Nemirovski arXiv preprint arXiv:2110.04389, 2021 | 1 | 2021 |
| Limits of performance for the model reduction problem of Hidden Markov Models G Kotsalis, JS Shamma 2015 54th IEEE Conference on Decision and Control (CDC), 4674-4679, 2015 | 1 | 2015 |
Guanghui (George) LanProfessor, Georgia Institute of TechnologyVerified email at isye.gatech.edu
