conftrace_

strongly convex objectives

5 papers

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Co-occurring keywords · papers mentioning both

convergence rate (2) convex optimization (2) query complexity (1) polyak-ruppert averaging (1) accelerated gradient (1) strongly convex optimization (1) derivative-free optimization (1) noisy function evaluations (1) linear convergence (1) boolean comparisons (1)

Papers

Convergence Rates of Stochastic Gradient Descent under Infinite Noise Variance NeurIPS 2021 Gradientless Descent: High-Dimensional Zeroth-Order Optimization ICLR 2020 Linear-Memory and Decomposition-Invariant Linearly Convergent Conditional Gradient Algorithm for Structured Polytopes NeurIPS 2016 Query Complexity of Derivative-Free Optimization NeurIPS 2012 Accelerated Gradient Methods for Stochastic Optimization and Online Learning NeurIPS 2009