Stochastic Mirror Descent on Overparameterized Nonlinear Models
Azizan, Navid, Lale, Sahin, Hassibi, Babak
Published in IEEE transaction on neural networks and learning systems (01.12.2022)
Published in IEEE transaction on neural networks and learning systems (01.12.2022)
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Journal Article
The Asymptotic Distribution of the Stochastic Mirror Descent Iterates in Linear Models
Varma, K Nithin, Lale, Sahin, Hassibi, Babak
Published in 2023 IEEE International Symposium on Information Theory (ISIT) (25.06.2023)
Published in 2023 IEEE International Symposium on Information Theory (ISIT) (25.06.2023)
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Conference Proceeding
Forecasting subcritical cylinder wakes with Fourier Neural Operators
Renn, Peter I, Wang, Cong, Sahin Lale, Li, Zongyi, Anandkumar, Anima, Gharib, Morteza
Published in arXiv.org (19.01.2023)
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Published in arXiv.org (19.01.2023)
Paper
Logarithmic Regret Bound in Partially Observable Linear Dynamical Systems
Sahin Lale, Azizzadenesheli, Kamyar, Hassibi, Babak, Anandkumar, Anima
Published in arXiv.org (24.06.2020)
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Published in arXiv.org (24.06.2020)
Paper