conftrace_

single-loop algorithm

5 papers

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gradient descent ascent (1) polyak-lojasiewicz condition (1) online gradient descent (1) nonlinear programming (1) hypergradient computation (1) regret lower bound (1) oracle feedback (1) local regret (1) online nonconvex optimization (1) double-loop algorithm (1)

Papers

Complexity of Single Loop Algorithms for Nonlinear Programming with Stochastic Objective and Constraints AISTATS 2024 A Convergent Single-Loop Algorithm for Relaxation of Gromov-Wasserstein in Graph Data ICLR 2023 Online Nonconvex Optimization with Limited Instantaneous Oracle Feedback COLT 2023 A Fully Single Loop Algorithm for Bilevel Optimization without Hessian Inverse AAAI 2022 Faster Single-loop Algorithms for Minimax Optimization without Strong Concavity AISTATS 2022