Lim, Jinwoo

Convergence Analysis of Federated Learning Methods Using Backward Error Analysis

2025 · arXiv (Cornell University)

Backward error analysis allows finding a modified loss function, which the parameter updates really follow under the influence of an optimization method. The additional loss terms included in this modified function is called implicit regularizer. …