Wei, Ermin

7 publications

ICLR 2025 Debiasing Federated Learning with Correlated Client Participation Zhenyu Sun, Ziyang Zhang, Zheng Xu, Gauri Joshi, Pranay Sharma, Ermin Wei

ICLR 2025 Hessian-Free Online Certified Unlearning Xinbao Qiao, Meng Zhang, Ming Tang, Ermin Wei

ICML 2025 Improved Lower Bounds for First-Order Stochastic Non-Convex Optimization Under Markov Sampling Zhenyu Sun, Ermin Wei

NeurIPS 2025 Learning from a Single Markovian Trajectory: Optimality and Variance Reduction Zhenyu Sun, Ermin Wei

ICLR 2025 Single-Agent Poisoning Attacks Suffice to Ruin Multi-Agent Learning Fan Yao, Yuwei Cheng, Ermin Wei, Haifeng Xu

AISTATS 2024 Understanding Generalization of Federated Learning via Stability: Heterogeneity Matters Zhenyu Sun, Xiaochun Niu, Ermin Wei

NeurIPS 2022 A Communication-Efficient Algorithm with Linear Convergence for Federated Minimax Learning Zhenyu Sun, Ermin Wei