Fan, Chen

6 publications

NeurIPS 2025 Implicit Bias of Spectral Descent and Muon on Multiclass Separable Data Chen Fan, Mark Schmidt, Christos Thrampoulidis

NeurIPS 2023 BiSLS/SPS: Auto-Tune Step Sizes for Stable Bi-Level Optimization Chen Fan, Gaspard Choné-Ducasse, Mark Schmidt, Christos Thrampoulidis

ECML-PKDD 2023 Fast Convergence of Random Reshuffling Under Over-Parameterization and the Polyak-Łojasiewicz Condition Chen Fan, Christos Thrampoulidis, Mark Schmidt

NeurIPSW 2023 MSL: An Adaptive Momentem-Based Stochastic Line-Search Framework Chen Fan, Sharan Vaswani, Christos Thrampoulidis, Mark Schmidt

NeurIPSW 2022 Fast Convergence of Random Reshuffling Under Interpolation and the Polyak-\l Ojasiewicz Condition Chen Fan, Christos Thrampoulidis, Mark Schmidt

NeurIPSW 2021 Sign-MAML: Efficient Model-Agnostic Meta-Learning by SignSGD Chen Fan, Parikshit Ram, Sijia Liu