conftrace_

single-loop algorithm

3 papers

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Co-occurring keywords

gradient descent ascent (31) polyak-lojasiewicz condition (15) nonlinear programming (4) oracle feedback (2) local regret (2) online nonconvex optimization (1) double-loop algorithm (1) generative adversarial network (1944) convergence rate (607) gradient oracle (11)

Papers

Complexity of Single Loop Algorithms for Nonlinear Programming with Stochastic Objective and Constraints AISTATS 2024
Online Nonconvex Optimization with Limited Instantaneous Oracle Feedback COLT 2023
Faster Single-loop Algorithms for Minimax Optimization without Strong Concavity AISTATS 2022