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Practical Quasi-Newton Methods for Training Deep Neural Networks

Jun 16, 2020
Donald Goldfarb, Yi Ren, Achraf Bahamou

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Stochastic Flows and Geometric Optimization on the Orthogonal Group

Mar 30, 2020
Krzysztof Choromanski, David Cheikhi, Jared Davis, Valerii Likhosherstov, Achille Nazaret, Achraf Bahamou, Xingyou Song, Mrugank Akarte, Jack Parker-Holder, Jacob Bergquist, Yuan Gao, Aldo Pacchiano, Tamas Sarlos, Adrian Weller, Vikas Sindhwani

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A Dynamic Sampling Adaptive-SGD Method for Machine Learning

Dec 31, 2019
Achraf Bahamou, Donald Goldfarb

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