conftrace_

convergence rate

607 papers

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Co-occurring keywords

stochastic gradient descent (1091) convex optimization (1321) stochastic optimization (1060) gradient descent (1144) convergence analysis (395) non-convex optimization (547) nonconvex optimization (316) variance reduction (523) stochastic gradient (296) learning theory (519)

Papers

Stability Properties of Empirical Risk Minimization over Donsker Classes JMLR 2006

Parameter Expanded Variational Bayesian Methods NIPS 2006

Asymptotics in Empirical Risk Minimization JMLR 2005

Universal Algorithms for Learning Theory Part I : Piecewise Constant Functions JMLR 2005

Learning Rates for Q-learning JMLR 2003

Greedy Algorithms for Classification -- Consistency, Convergence Rates, and Adaptivity JMLR 2003

On the Rate of Convergence of Regularized Boosting Classifiers JMLR 2003