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Loucas Pillaud-Vivien

SIERRA

Last iterate convergence of SGD for Least-Squares in the Interpolation regime


Feb 05, 2021
Aditya Varre, Loucas Pillaud-Vivien, Nicolas Flammarion

* 24 pages, 1 figure, 1 Appendix 

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Exponential convergence of testing error for stochastic gradient methods


Jun 29, 2018
Loucas Pillaud-Vivien, Alessandro Rudi, Francis Bach


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Statistical Optimality of Stochastic Gradient Descent on Hard Learning Problems through Multiple Passes


Jun 28, 2018
Loucas Pillaud-Vivien, Alessandro Rudi, Francis Bach


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