EKGNet: A 10.96{\mu}W Fully Analog Neural Network for Intra-Patient Arrhythmia Classification
Haghi, Benyamin, Ma, Lin, Lale, Sahin, Anandkumar, Anima, Emami, Azita
Year of Publication 23.10.2023
Year of Publication 23.10.2023
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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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CEM-GD: Cross-Entropy Method with Gradient Descent Planner for Model-Based Reinforcement Learning
Huang, Kevin, Lale, Sahin, Rosolia, Ugo, Shi, Yuanyuan, Anandkumar, Anima
Year of Publication 14.12.2021
Year of Publication 14.12.2021
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Journal Article
Finite-time System Identification and Adaptive Control in Autoregressive Exogenous Systems
Lale, Sahin, Azizzadenesheli, Kamyar, Hassibi, Babak, Anandkumar, Anima
Year of Publication 26.08.2021
Year of Publication 26.08.2021
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Journal Article
Forecasting subcritical cylinder wakes with Fourier Neural Operators
Renn, Peter I, Wang, Cong, Lale, Sahin, Li, Zongyi, Anandkumar, Anima, Gharib, Morteza
Year of Publication 19.01.2023
Year of Publication 19.01.2023
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Journal Article
Stable Online Control of Linear Time-Varying Systems
Qu, Guannan, Shi, Yuanyuan, Lale, Sahin, Anandkumar, Anima, Wierman, Adam
Year of Publication 29.04.2021
Year of Publication 29.04.2021
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Journal Article
KCRL: Krasovskii-Constrained Reinforcement Learning with Guaranteed Stability in Nonlinear Dynamical Systems
Lale, Sahin, Shi, Yuanyuan, Qu, Guannan, Azizzadenesheli, Kamyar, Wierman, Adam, Anandkumar, Anima
Year of Publication 03.06.2022
Year of Publication 03.06.2022
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Journal Article
Reinforcement Learning with Fast Stabilization in Linear Dynamical Systems
Lale, Sahin, Azizzadenesheli, Kamyar, Hassibi, Babak, Anandkumar, Anima
Year of Publication 23.07.2020
Year of Publication 23.07.2020
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Journal Article
Logarithmic Regret Bound in Partially Observable Linear Dynamical Systems
Lale, Sahin, Azizzadenesheli, Kamyar, Hassibi, Babak, Anandkumar, Anima
Year of Publication 25.03.2020
Year of Publication 25.03.2020
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Journal Article
Adaptive Control and Regret Minimization in Linear Quadratic Gaussian (LQG) Setting
Lale, Sahin, Azizzadenesheli, Kamyar, Hassibi, Babak, Anandkumar, Anima
Year of Publication 12.03.2020
Year of Publication 12.03.2020
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Journal Article
Regret Minimization in Partially Observable Linear Quadratic Control
Lale, Sahin, Azizzadenesheli, Kamyar, Hassibi, Babak, Anandkumar, Anima
Year of Publication 31.01.2020
Year of Publication 31.01.2020
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Journal Article
Stochastic Linear Bandits with Hidden Low Rank Structure
Lale, Sahin, Azizzadenesheli, Kamyar, Anandkumar, Anima, Hassibi, Babak
Year of Publication 27.01.2019
Year of Publication 27.01.2019
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