Sahin Lale - RankMe

33 papers A* 2A 1B 1C 3Misc 1Journal 18Unranked 7

Year	Rank	Type	Title / Venue / Authors
2023	—	`conf`	EKGNet: A 10.96μW Fully Analog Neural Network for Intra-Patient Arrhythmia Classification. BioCAS Benyamin Allahgholizadeh Haghi, Lin Ma, Sahin Lale, Anima Anandkumar, Azita Emami
2023	J	`jnl`	EKGNet: A 10.96μW Fully Analog Neural Network for Intra-Patient Arrhythmia Classification. CoRR Benyamin Allahgholizadeh Haghi, Lin Ma, Sahin Lale, Anima Anandkumar, Azita Emami
2023	J	`jnl`	Forecasting subcritical cylinder wakes with Fourier Neural Operators. CoRR Peter I Renn, Cong Wang, Sahin Lale, Zongyi Li, Anima Anandkumar, Morteza Gharib
2023	—	`conf`	KCRL: Krasovskii-Constrained Reinforcement Learning with Guaranteed Stability in Nonlinear Discrete-Time Systems. CDC Sahin Lale, Yuanyuan Shi, Guannan Qu, Kamyar Azizzadenesheli, Adam Wierman, Anima Anandkumar
2023	B	`conf`	The Asymptotic Distribution of the Stochastic Mirror Descent Iterates in Linear Models. ISIT Kanumuri Nithin Varma, Sahin Lale, Babak Hassibi
2023	C	`conf`	Thompson Sampling for Partially Observable Linear-Quadratic Control. ACC Taylan Kargin, Sahin Lale, Kamyar Azizzadenesheli, Anima Anandkumar, Babak Hassibi
2022	—	`conf`	Competitive-Ratio and Regret-Optimal Control with General Weights. CDC Oron Sabag, Sahin Lale, Babak Hassibi
2022	J	`jnl`	Explicit Regularization via Regularizer Mirror Descent. CoRR Navid Azizan, Sahin Lale, Babak Hassibi
2022	J	`jnl`	KCRL: Krasovskii-Constrained Reinforcement Learning with Guaranteed Stability in Nonlinear Dynamical Systems. CoRR Sahin Lale, Yuanyuan Shi, Guannan Qu, Kamyar Azizzadenesheli, Adam Wierman, Anima Anandkumar
2022	J	`jnl`	Optimal Competitive-Ratio Control. CoRR Oron Sabag, Sahin Lale, Babak Hassibi
2022	A	`conf`	Reinforcement Learning with Fast Stabilization in Linear Dynamical Systems. AISTATS Sahin Lale, Kamyar Azizzadenesheli, Babak Hassibi, Animashree Anandkumar
2022	J	`jnl`	Stochastic Mirror Descent on Overparameterized Nonlinear Models. IEEE Trans. Neural Networks Learn. Syst. Navid Azizan, Sahin Lale, Babak Hassibi
2022	A*	`conf`	Thompson Sampling Achieves $\tilde{O}(\sqrt{T})$ Regret in Linear Quadratic Control. COLT Taylan Kargin, Sahin Lale, Kamyar Azizzadenesheli, Animashree Anandkumar, Babak Hassibi
2022	J	`jnl`	Thompson Sampling Achieves Õ(√T) Regret in Linear Quadratic Control. CoRR Taylan Kargin, Sahin Lale, Kamyar Azizzadenesheli, Anima Anandkumar, Babak Hassibi
2021	C	`conf`	Adaptive Control and Regret Minimization in Linear Quadratic Gaussian (LQG) Setting. ACC Sahin Lale, Kamyar Azizzadenesheli, Babak Hassibi, Anima Anandkumar
2021	J	`jnl`	CEM-GD: Cross-Entropy Method with Gradient Descent Planner for Model-Based Reinforcement Learning. CoRR Kevin Huang, Sahin Lale, Ugo Rosolia, Yuanyuan Shi, Anima Anandkumar
2021	—	`conf`	Finite-time System Identification and Adaptive Control in Autoregressive Exogenous Systems. L4DC Sahin Lale, Kamyar Azizzadenesheli, Babak Hassibi, Anima Anandkumar
2021	J	`jnl`	Finite-time System Identification and Adaptive Control in Autoregressive Exogenous Systems. CoRR Sahin Lale, Kamyar Azizzadenesheli, Babak Hassibi, Anima Anandkumar
2021	—	`conf`	Model Learning Predictive Control in Nonlinear Dynamical Systems. CDC Sahin Lale, Kamyar Azizzadenesheli, Babak Hassibi, Anima Anandkumar
2021	C	`conf`	Regret-Optimal Controller for the Full-Information Problem. ACC Oron Sabag, Gautam Goel, Sahin Lale, Babak Hassibi
2021	J	`jnl`	Regret-Optimal Full-Information Control. CoRR Oron Sabag, Gautam Goel, Sahin Lale, Babak Hassibi
2021	—	`conf`	Stability and Identification of Random Asynchronous Linear Time-Invariant Systems. L4DC Sahin Lale, Oguzhan Teke, Babak Hassibi, Anima Anandkumar
2021	—	`conf`	Stable Online Control of Linear Time-Varying Systems. L4DC Guannan Qu, Yuanyuan Shi, Sahin Lale, Anima Anandkumar, Adam Wierman
2021	J	`jnl`	Stable Online Control of Linear Time-Varying Systems. CoRR Guannan Qu, Yuanyuan Shi, Sahin Lale, Anima Anandkumar, Adam Wierman
2020	Misc	`conf`	A Study of Generalization of Stochastic Mirror Descent Algorithms on Overparameterized Nonlinear Models. ICASSP Navid Azizan, Sahin Lale, Babak Hassibi
2020	J	`jnl`	Explore More and Improve Regret in Linear Quadratic Regulators. CoRR Sahin Lale, Kamyar Azizzadenesheli, Babak Hassibi, Anima Anandkumar
2020	A*	`conf`	Logarithmic Regret Bound in Partially Observable Linear Dynamical Systems. NeurIPS Sahin Lale, Kamyar Azizzadenesheli, Babak Hassibi, Anima Anandkumar
2020	J	`jnl`	Logarithmic Regret Bound in Partially Observable Linear Dynamical Systems. CoRR Sahin Lale, Kamyar Azizzadenesheli, Babak Hassibi, Anima Anandkumar
2020	J	`jnl`	Regret Bound of Adaptive Control in Linear Quadratic Gaussian (LQG) Systems. CoRR Sahin Lale, Kamyar Azizzadenesheli, Babak Hassibi, Anima Anandkumar
2020	J	`jnl`	Regret Minimization in Partially Observable Linear Quadratic Control. CoRR Sahin Lale, Kamyar Azizzadenesheli, Babak Hassibi, Anima Anandkumar
2020	J	`jnl`	Stability and Identification of Random Asynchronous Linear Time-Invariant Systems. CoRR Sahin Lale, Oguzhan Teke, Babak Hassibi, Anima Anandkumar
2019	J	`jnl`	Stochastic Linear Bandits with Hidden Low Rank Structure. CoRR Sahin Lale, Kamyar Azizzadenesheli, Anima Anandkumar, Babak Hassibi
2019	J	`jnl`	Stochastic Mirror Descent on Overparameterized Nonlinear Models: Convergence, Implicit Regularization, and Generalization. CoRR Navid Azizan Ruhi, Sahin Lale, Babak Hassibi