 Stochastic Weakly Convex Optimization Beyond Lipschitz ContinuityInternational Conference on Machine Learning (ICML), 2024 Wenzhi Gao Qi Deng |
 Oracle Complexity of Single-Loop Switching Subgradient Methods for
Non-Smooth Weakly Convex Functional Constrained OptimizationNeural Information Processing Systems (NeurIPS), 2023 |
 Sharper Analysis for Minibatch Stochastic Proximal Point Methods:
Stability, Smoothness, and DeviationJournal of machine learning research (JMLR), 2023 |
 On Convergence of FedProx: Local Dissimilarity Invariant Bounds,
Non-smoothness and BeyondNeural Information Processing Systems (NeurIPS), 2022 |
 Convergence and Stability of the Stochastic Proximal Point Algorithm
with MomentumConference on Learning for Dynamics & Control (L4DC), 2021 |
