conftrace_

gradient method

29 papers

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Co-occurring keywords

gradient descent (1144) convex optimization (1321) stochastic gradient (296) stochastic optimization (1060) matrix completion (356) convergence analysis (395) stochastic gradient descent (1091) convergence rate (607) sinkhorn algorithm (64) bilevel optimization (194)

Papers

SAGA: A Fast Incremental Gradient Method With Support for Non-Strongly Convex Composite Objectives NIPS 2014

Scaled Gradients on Grassmann Manifolds for Matrix Completion NIPS 2012

Fast global convergence rates of gradient methods for high-dimensional statistical recovery NIPS 2010

Generalized Power Method for Sparse Principal Component Analysis JMLR 2010