Lale, Sahin

7 publications

ICMLW 2023 Stochastic Linear Bandits with Unknown Safety Constraints and Local Feedback K Nithin Varma, Sahin Lale, Anima Anandkumar

AISTATS 2022 Reinforcement Learning with Fast Stabilization in Linear Dynamical Systems Sahin Lale, Kamyar Azizzadenesheli, Babak Hassibi, Animashree Anandkumar

COLT 2022 Thompson Sampling Achieves $\tilde{O}(\sqrt{T})$ Regret in Linear Quadratic Control Taylan Kargin, Sahin Lale, Kamyar Azizzadenesheli, Animashree Anandkumar, Babak Hassibi

L4DC 2021 Finite-Time System Identification and Adaptive Control in Autoregressive Exogenous Systems Sahin Lale, Kamyar Azizzadenesheli, Babak Hassibi, Anima Anandkumar

L4DC 2021 Stability and Identification of Random Asynchronous Linear Time-Invariant Systems Sahin Lale, Oguzhan Teke, Babak Hassibi, Anima Anandkumar

L4DC 2021 Stable Online Control of Linear Time-Varying Systems Guannan Qu, Yuanyuan Shi, Sahin Lale, Anima Anandkumar, Adam Wierman

NeurIPS 2020 Logarithmic Regret Bound in Partially Observable Linear Dynamical Systems Sahin Lale, Kamyar Azizzadenesheli, Babak Hassibi, Anima Anandkumar