conftrace_

strongly convex objectives

3 papers

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Co-occurring keywords

convex optimization (1321) polyak-ruppert averaging (14) accelerated gradient (62) strongly convex optimization (23) linear convergence (158) convergence rate (607) frank-wolfe algorithm (107) conditional gradient method (11) heavy-tailed noise (23) accelerated gradient method (29)

Papers

Convergence Rates of Stochastic Gradient Descent under Infinite Noise Variance NIPS 2021
Linear-Memory and Decomposition-Invariant Linearly Convergent Conditional Gradient Algorithm for Structured Polytopes NIPS 2016
Accelerated Gradient Methods for Stochastic Optimization and Online Learning NIPS 2009