Asymptotic Distribution of Stochastic Mirror Descent Iterates in Average Ensemble Models
Kargin, Taylan, Salehi, Fariborz, Hassibi, Babak
Published in ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (04.06.2023)
Published in ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (04.06.2023)
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Conference Proceeding
A Distributionally Robust Approach to Shannon Limits using the Wasserstein Distance
Malik, Vikrant, Kargin, Taylan, Kostina, Victoria, Hassibi, Babak
Published in 2024 IEEE International Symposium on Information Theory (ISIT) (07.07.2024)
Published in 2024 IEEE International Symposium on Information Theory (ISIT) (07.07.2024)
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Conference Proceeding
Learning the Uncertainty Sets for Control Dynamics via Set Membership: A Non-Asymptotic Analysis
Li, Yingying, Yu, Jing, Conger, Lauren, Kargin, Taylan, Wierman, Adam
Year of Publication 25.09.2023
Year of Publication 25.09.2023
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Journal Article
Thompson Sampling Achieves $\tilde O(\sqrt{T})$ Regret in Linear Quadratic Control
Kargin, Taylan, Lale, Sahin, Azizzadenesheli, Kamyar, Anandkumar, Anima, Hassibi, Babak
Year of Publication 16.06.2022
Year of Publication 16.06.2022
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Journal Article
Thompson Sampling for Partially Observable Linear-Quadratic Control
Kargin, Taylan, Lale, Sahin, Azizzadenesheli, Kamyar, Anandkumar, Anima, Hassibi, Babak
Published in 2023 American Control Conference (ACC) (31.05.2023)
Published in 2023 American Control Conference (ACC) (31.05.2023)
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Conference Proceeding