Taylan Kargin

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 11

Top Topics

Kalman Filtering

Partial Observability

Infinite Horizon

Top Venues

Publications

Taylan Kargin, Joudi Hajar, Vikrant Malik, Babak Hassibi
Infinite-Horizon Distributionally Robust Regret-Optimal Control. CoRR (2024)
Taylan Kargin, Joudi Hajar, Vikrant Malik, Babak Hassibi
Wasserstein distributionally robust regret-optimal control over infinite-horizon. L4DC (2024)
Taylan Kargin, Joudi Hajar, Vikrant Malik, Babak Hassibi
Distributionally Robust Kalman Filtering over Finite and Infinite Horizon. CoRR (2024)
Vikrant Malik, Taylan Kargin, Victoria Kostina, Babak Hassibi
A Distributionally Robust Approach to Shannon Limits using the Wasserstein Distance. CoRR (2024)
Taylan Kargin, Joudi Hajar, Vikrant Malik, Babak Hassibi
Wasserstein Distributionally Robust Regret-Optimal Control in the Infinite-Horizon. CoRR (2023)
Taylan Kargin, Sahin Lale, Kamyar Azizzadenesheli, Anima Anandkumar, Babak Hassibi
Thompson Sampling for Partially Observable Linear-Quadratic Control. ACC (2023)
Taylan Kargin, Fariborz Salehi, Babak Hassibi
Asymptotic Distribution of Stochastic Mirror Descent Iterates in Average Ensemble Models. ICASSP (2023)
Joudi Hajar, Taylan Kargin, Babak Hassibi
Wasserstein Distributionally Robust Regret-Optimal Control under Partial Observability. Allerton (2023)
Taylan Kargin, Fariborz Salehi, Babak Hassibi
Stochastic Mirror Descent in Average Ensemble Models. CoRR (2022)
Taylan Kargin, Sahin Lale, Kamyar Azizzadenesheli, Anima Anandkumar, Babak Hassibi
Thompson Sampling Achieves Õ(√T) Regret in Linear Quadratic Control. CoRR (2022)
Taylan Kargin, Sahin Lale, Kamyar Azizzadenesheli, Animashree Anandkumar, Babak Hassibi
Thompson Sampling Achieves $\tilde{O}(\sqrt{T})$ Regret in Linear Quadratic Control. COLT (2022)