Symmetric Mean-field Langevin Dynamics for Distributional Minimax
ProblemsInternational Conference on Learning Representations (ICLR), 2023 |
Convergence of Adam for Non-convex Objectives: Relaxed Hyperparameters
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On the Convergence of Step Decay Step-Size for Stochastic OptimizationNeural Information Processing Systems (NeurIPS), 2021 |
Gradient Descent Averaging and Primal-dual Averaging for Strongly Convex
OptimizationAAAI Conference on Artificial Intelligence (AAAI), 2020 |