stochastic optimization

1060 papers

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Also known as

SO SVRG SSO SGD

Co-occurring keywords

regret bound (1918) online learning (1770) variance reduction (520) multi-armed bandit (1091) convex optimization (1320) convergence rate (606) non-convex optimization (546) stochastic gradient descent (1088) gradient descent (1143) nonconvex optimization (316)

Papers

Online Optimization in X-Armed Bandits NIPS 2008

Fast Iterative Kernel Principal Component Analysis JMLR 2007

Sequential Hypothesis Testing under Stochastic Deadlines NIPS 2007

The Stochastic Motion Roadmap: A Sampling Framework for Planning with Markov Motion Uncertainty RSS 2007

A Randomized Algorithm for Large Scale Support Vector Learning NIPS 2007

implicit Online Learning with Kernels NIPS 2006

Fast Iterative Kernel PCA NIPS 2006

Blind Source Recovery: A Framework in the State Space JMLR 2003

Policy Search using Paired Comparisons JMLR 2002

Learning Evaluation Functions to Improve Optimization by Local Search JMLR 2000