conftrace_

convex

8 papers

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Co-occurring keywords · papers mentioning both

smooth (2) non-convex (2) stochastic (2) optimization (2) h"{o}lder continuous (1) high-order (1) non-euclidean (1) complexity (1) sgd (1) oracle (1)

Papers

A Near-Optimal Single-Loop Stochastic Algorithm for Convex Finite-Sum Coupled Compositional Optimization ICML 2025 A Parameter-Free and Near-Optimal Zeroth-Order Algorithm for Stochastic Convex Optimization ICML 2025 Methods for Convex $(L_0,L_1)$-Smooth Optimization: Clipping, Acceleration, and Adaptivity ICLR 2025 Non-Euclidean High-Order Smooth Convex Optimization Extended Abstract COLT 2025 Toward a Unified Theory of Gradient Descent under Generalized Smoothness ICML 2025 Projection-Free Variance Reduction Methods for Stochastic Constrained Multi-Level Compositional Optimization ICML 2024 Sarah Frank-Wolfe: Methods for Constrained Optimization with Best Rates and Practical Features ICML 2024 Tuning-Free Stochastic Optimization ICML 2024