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lookahead optimizer

5 papers

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Co-occurring keywords · papers mentioning both

stochastic gradient descent (3) convergence analysis (2) non-convex optimization (2) gan training (1) gradient method (1) gradient descent ascent (1) local sgd (1) linear interpolation (1) lipschitz smoothness (1) positive curvature (1)

Papers

Beyond Lipschitz Smoothness: A Tighter Analysis for Nonconvex Optimization ICML 2023 Stable Nonconvex-Nonconcave Training via Linear Interpolation NeurIPS 2023 On Convergence of Lookahead in Smooth Games AISTATS 2022 Towards Understanding Why Lookahead Generalizes Better Than SGD and Beyond NeurIPS 2021 Lookahead Optimizer: k steps forward, 1 step back NeurIPS 2019