Georgios Kotsalis
Georgios Kotsalis
Email confirmado em gatech.edu
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Ano
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
342008
Balanced truncation for discrete time Markov jump linear systems
G Kotsalis, A Rantzer
IEEE Transactions on Automatic Control 55 (11), 2606-2611, 2010
282010
Multivariable optimization-based model reduction
A Sootla, A Rantzer, G Kotsalis
IEEE Transactions on Automatic Control 54 (10), 2477-2480, 2009
162009
Model reduction of discrete-time Markov jump linear systems
G Kotsalis, A Megretski, MA Dahleh
2006 American Control Conference, 6 pp., 2006
152006
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
132006
Model reduction of irreducible Markov chains
G Kotsalis, M Dahleh
42nd IEEE International Conference on Decision and Control (IEEE Cat. No …, 2003
122003
Cyber-attack forecast modeling and complexity reduction using a game-theoretic framework
M Jones, G Kotsalis, JS Shamma
Control of cyber-physical systems, 65-84, 2013
102013
Model reduction for hidden Markov models
G Kotsalis
Massachusetts Institute of Technology, 2006
72006
Robust synthesis in mechanism design
G Kotsalis, JS Shamma
49th IEEE Conference on Decision and Control (CDC), 225-230, 2010
52010
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
42021
Simple and optimal methods for stochastic variational inequalities, I: operator extrapolation
G Kotsalis, G Lan, T Li
arXiv preprint arXiv:2011.02987, 2020
42020
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
42011
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
32020
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
32018
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
32012
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
22020
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
22019
Trade Price Impact: A Microstructure Model
DB Brown, L Keyser, A Kopyleva, G Kotsalis, M Thilmont, B Zhou
Massachusetts Institute of Technology, 2004
12004
Robust Optimization under Regime Switching
G Kotsalis, G Lan
arXiv preprint arXiv:1801.00170, 2018
2018
Robust affine control of linear stochastic systems
G Kotsalis, G Lan
arXiv preprint arXiv:1801.00170, 2017
2017
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Artigos 1–20