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conftrace_

two-timescale algorithm

4 papers

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Co-occurring keywords · papers mentioning both

convergence rate (2) stochastic approximation (2) step size selection (1) lock-in probability (1) markovian data (1) diminishing step size (1) sample accumulation (1) gradient descent ascent (1) generative adversarial network (1) stationary point (1)

Papers

Two-Timescale Gradient Descent Ascent Algorithms for Nonconvex Minimax Optimization JMLR 2025 Two-timescale Derivative Free Optimization for Performative Prediction with Markovian Data ICML 2024 Nonlinear Two-Time-Scale Stochastic Approximation: Convergence and Finite-Time Performance L4DC 2021 Finite Sample Analysis of Two-Timescale Stochastic Approximation with Applications to Reinforcement Learning COLT 2018