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Conference and Workshop Papers
- 2024
[c8]Taylan Kargin, Joudi Hajar, Vikrant Malik, Babak Hassibi:
Infinite-Horizon Distributionally Robust Regret-Optimal Control. ICML 2024- [c7]Yingying Li, Jing Yu, Lauren Conger, Taylan Kargin, Adam Wierman:
Learning the Uncertainty Sets of Linear Control Systems via Set Membership: A Non-asymptotic Analysis. ICML 2024 - [c6]Vikrant Malik, Taylan Kargin, Victoria Kostina, Babak Hassibi:
A Distributionally Robust Approach to Shannon Limits using the Wasserstein Distance. ISIT 2024: 861-866 - [c5]Taylan Kargin
, Joudi Hajar, Vikrant Malik, Babak Hassibi:
Wasserstein distributionally robust regret-optimal control over infinite-horizon. L4DC 2024: 1688-1701 - 2023
- [c4]Joudi Hajar, Taylan Kargin, Babak Hassibi:
Wasserstein Distributionally Robust Regret-Optimal Control under Partial Observability. Allerton 2023: 1-6 - [c3]Taylan Kargin, Sahin Lale, Kamyar Azizzadenesheli, Anima Anandkumar, Babak Hassibi:
Thompson Sampling for Partially Observable Linear-Quadratic Control. ACC 2023: 4561-4568 - [c2]Taylan Kargin, Fariborz Salehi, Babak Hassibi:
Asymptotic Distribution of Stochastic Mirror Descent Iterates in Average Ensemble Models. ICASSP 2023: 1-5 - 2022
- [c1]Taylan Kargin, Sahin Lale, Kamyar Azizzadenesheli, Animashree Anandkumar, Babak Hassibi:
Thompson Sampling Achieves $\tilde{O}(\sqrt{T})$ Regret in Linear Quadratic Control. COLT 2022: 3235-3284
Informal and Other Publications
- 2024
- [i8]Vikrant Malik, Taylan Kargin, Victoria Kostina, Babak Hassibi:
A Distributionally Robust Approach to Shannon Limits using the Wasserstein Distance. CoRR abs/2405.06528 (2024) - [i7]Taylan Kargin, Joudi Hajar, Vikrant Malik, Babak Hassibi:
Infinite-Horizon Distributionally Robust Regret-Optimal Control. CoRR abs/2406.07248 (2024) - [i6]Taylan Kargin, Joudi Hajar, Vikrant Malik, Babak Hassibi:
Distributionally Robust Kalman Filtering over Finite and Infinite Horizon. CoRR abs/2407.18837 (2024) - [i5]Joudi Hajar, Taylan Kargin, Vikrant Malik, Babak Hassibi:
The Distributionally Robust Infinite-Horizon LQR. CoRR abs/2408.06230 (2024) - [i4]Vikrant Malik, Taylan Kargin, Joudi Hajar, Babak Hassibi:
Optimal Infinite-Horizon Mixed H2/H∞ Control. CoRR abs/2409.20020 (2024) - 2023
- [i3]Taylan Kargin, Joudi Hajar, Vikrant Malik, Babak Hassibi:
Wasserstein Distributionally Robust Regret-Optimal Control in the Infinite-Horizon. CoRR abs/2312.17376 (2023) - 2022
- [i2]Taylan Kargin, Sahin Lale, Kamyar Azizzadenesheli, Anima Anandkumar, Babak Hassibi:
Thompson Sampling Achieves Õ(√T) Regret in Linear Quadratic Control. CoRR abs/2206.08520 (2022) - [i1]Taylan Kargin, Fariborz Salehi, Babak Hassibi:
Stochastic Mirror Descent in Average Ensemble Models. CoRR abs/2210.15323 (2022)
Coauthor Index
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