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hal-00860051v2  Pré-publication, Document de travail
Mark SchmidtNicolas Le RouxFrancis BachMinimizing Finite Sums with the Stochastic Average Gradient
Revision from January 2015 submission. Major changes: updated literature follow and discussion of.. 2016
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inria-00618152v3  Communication dans un congrès
Mark SchmidtNicolas Le RouxFrancis BachConvergence Rates of Inexact Proximal-Gradient Methods for Convex Optimization
NIPS'11 - 25 th Annual Conference on Neural Information Processing Systems, Dec 2011, Grenada, Spain. 2011
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hal-00674995v4  Communication dans un congrès
Nicolas Le RouxMark SchmidtFrancis BachA Stochastic Gradient Method with an Exponential Convergence Rate for Finite Training Sets
NIPS'12 - 26 th Annual Conference on Neural Information Processing Systems (2012), 2012, Lake Tahoe, United States. 2012
hal-00720158v1  Communication dans un congrès
Simon Lacoste-JulienMartin JaggiMark SchmidtPatrick PletscherBlock-Coordinate Frank-Wolfe Optimization for Structural SVMs
ICML 2013 International Conference on Machine Learning, Jun 2013, Atlanta, United States. pp.53-61, 2013
inria-00626571v1  Article dans une revue
Michael P. FriedlanderMark SchmidtHybrid Deterministic-Stochastic Methods for Data Fitting
SIAM Journal on Scientific Computing, Society for Industrial and Applied Mathematics, 2012, 34 (3), pp.A1380-A1405. <10.1137/110830629>