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convergence rate

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Co-occurring keywords · papers mentioning both

stochastic gradient descent (129) convex optimization (117) stochastic optimization (94) non-convex optimization (91) gradient descent (87) convergence analysis (53) variance reduction (35) federated learning (30) stochastic gradient (30) momentum method (25)

Papers

Asymptotics in Empirical Risk Minimization JMLR 2005 Universal Algorithms for Learning Theory Part I : Piecewise Constant Functions JMLR 2005 Greedy Algorithms for Classification -- Consistency, Convergence Rates, and Adaptivity JMLR 2003 Learning Rates for Q-learning JMLR 2003 On the Rate of Convergence of Regularized Boosting Classifiers JMLR 2003