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

Thompson Sampling Achieves Õ(√T) Regret in Linear Quadratic Control. - Taylan Kargin; Sahin Lale; Kamyar Azizzadenesheli; Anima Anandkumar; Babak Hassibi (CoRR, 2022)

Stochastic Mirror Descent in Average Ensemble Models. - Taylan Kargin; Fariborz Salehi; Babak Hassibi (CoRR, 2022)

Wasserstein Distributionally Robust Regret-Optimal Control under Partial Observability. - Joudi Hajar; Taylan Kargin; Babak Hassibi (Allerton, 2023)

Thompson Sampling for Partially Observable Linear-Quadratic Control. - Taylan Kargin; Sahin Lale; Kamyar Azizzadenesheli; Anima Anandkumar; Babak Hassibi (ACC, 2023)

Asymptotic Distribution of Stochastic Mirror Descent Iterates in Average Ensemble Models. - Taylan Kargin; Fariborz Salehi; Babak Hassibi (ICASSP, 2023)

Wasserstein Distributionally Robust Regret-Optimal Control in the Infinite-Horizon. - Taylan Kargin; Joudi Hajar; Vikrant Malik; Babak Hassibi (CoRR, 2023)

Optimal Infinite-Horizon Mixed H2/ H∞ Control. - Vikrant Malik; Taylan Kargin; Joudi Hajar; Babak Hassibi (Allerton, 2024)

The Distributionally Robust Infinite-Horizon LQR. - Joudi Hajar; Taylan Kargin; Vikrant Malik; Babak Hassibi (CDC, 2024)

Infinite-Horizon Distributionally Robust Regret-Optimal Control. - Taylan Kargin; Joudi Hajar; Vikrant Malik; Babak Hassibi (ICML, 2024)

Learning the Uncertainty Sets of Linear Control Systems via Set Membership: A Non-asymptotic Analysis. - Yingying Li; Jing Yu 010; Lauren E. Conger; Taylan Kargin; Adam Wierman (ICML, 2024)

A Distributionally Robust Approach to Shannon Limits using the Wasserstein Distance. - Vikrant Malik; Taylan Kargin; Victoria Kostina; Babak Hassibi (ISIT, 2024)

Wasserstein distributionally robust regret-optimal control over infinite-horizon. - Taylan Kargin; Joudi Hajar; Vikrant Malik; Babak Hassibi (L4DC, 2024)

Distributionally Robust Kalman Filtering over Finite and Infinite Horizon. - Taylan Kargin; Joudi Hajar; Vikrant Malik; Babak Hassibi (CoRR, 2024)

Optimal Infinite-Horizon Mixed H2/H∞ Control. - Vikrant Malik; Taylan Kargin; Joudi Hajar; Babak Hassibi (CoRR, 2024)

Distributionally Robust Kalman Filtering over an Infinite-Horizon. - Joudi Hajar; Taylan Kargin; Vikrant Malik; Babak Hassibi (ICASSP, 2025)