Taylan Kargin

According to our database, Taylan Kargin authored at least 15 papers between 2022 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Optimal Infinite-Horizon Mixed H₂/H∞ Control.

Vikrant Malik, Taylan Kargin, Joudi Hajar, Babak Hassibi

CoRR, 2024

The Distributionally Robust Infinite-Horizon LQR.

Joudi Hajar, Taylan Kargin, Vikrant Malik, Babak Hassibi

CoRR, 2024

Distributionally Robust Kalman Filtering over Finite and Infinite Horizon.

Taylan Kargin, Joudi Hajar, Vikrant Malik, Babak Hassibi

CoRR, 2024

Wasserstein distributionally robust regret-optimal control over infinite-horizon.

Taylan Kargin, Joudi Hajar, Vikrant Malik, Babak Hassibi

Proceedings of the 6th Annual Learning for Dynamics & Control Conference, 2024

A Distributionally Robust Approach to Shannon Limits using the Wasserstein Distance.

Vikrant Malik, Taylan Kargin, Victoria Kostina, Babak Hassibi

Proceedings of the IEEE International Symposium on Information Theory, 2024

Learning the Uncertainty Sets of Linear Control Systems via Set Membership: A Non-asymptotic Analysis.

Yingying Li, Jing Yu, Lauren Conger, Taylan Kargin, Adam Wierman

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Infinite-Horizon Distributionally Robust Regret-Optimal Control.

Taylan Kargin, Joudi Hajar, Vikrant Malik, Babak Hassibi

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Optimal Infinite-Horizon Mixed H2/ H∞ Control.

Vikrant Malik, Taylan Kargin, Joudi Hajar, Babak Hassibi

Proceedings of the 60th Annual Allerton Conference on Communication, 2024

2023

Wasserstein Distributionally Robust Regret-Optimal Control in the Infinite-Horizon.

Taylan Kargin, Joudi Hajar, Vikrant Malik, Babak Hassibi

CoRR, 2023

Asymptotic Distribution of Stochastic Mirror Descent Iterates in Average Ensemble Models.

Taylan Kargin, Fariborz Salehi, Babak Hassibi

Proceedings of the IEEE International Conference on Acoustics, 2023

Thompson Sampling for Partially Observable Linear-Quadratic Control.

Taylan Kargin, Sahin Lale, Kamyar Azizzadenesheli, Anima Anandkumar, Babak Hassibi

Proceedings of the American Control Conference, 2023

Wasserstein Distributionally Robust Regret-Optimal Control under Partial Observability.

Joudi Hajar, Taylan Kargin, Babak Hassibi

Proceedings of the 59th Annual Allerton Conference on Communication, 2023

2022

Stochastic Mirror Descent in Average Ensemble Models.

Taylan Kargin, Fariborz Salehi, Babak Hassibi

CoRR, 2022

Thompson Sampling Achieves Õ(√T) Regret in Linear Quadratic Control.

Taylan Kargin, Sahin Lale, Kamyar Azizzadenesheli, Anima Anandkumar, Babak Hassibi

CoRR, 2022

Thompson Sampling Achieves $\tilde{O}(\sqrt{T})$ Regret in Linear Quadratic Control.

Taylan Kargin, Sahin Lale, Kamyar Azizzadenesheli, Animashree Anandkumar, Babak Hassibi

Proceedings of the Conference on Learning Theory, 2-5 July 2022, London, UK., 2022