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stochastic variance reduced gradient

32 papers

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Also known as

SVRG

Co-occurring keywords · papers mentioning both

variance reduction (12) stochastic gradient descent (8) convergence rate (7) gradient descent (7) linear convergence (6) stochastic optimization (6) convex optimization (5) non-convex optimization (5) strongly convex (4) empirical risk minimization (4)

Papers

Barzilai-Borwein Step Size for Stochastic Gradient Descent NeurIPS 2016 Improved SVRG for Non-Strongly-Convex or Sum-of-Non-Convex Objectives ICML 2016 Solving Ridge Regression using Sketched Preconditioned SVRG ICML 2016 Local Smoothness in Variance Reduced Optimization NeurIPS 2015 On Variance Reduction in Stochastic Gradient Descent and its Asynchronous Variants NeurIPS 2015 StopWasting My Gradients: Practical SVRG NeurIPS 2015 Accelerating Stochastic Gradient Descent using Predictive Variance Reduction NeurIPS 2013