2025
Convergence Analysis of Federated Learning Methods Using Backward Error Analysis
AAAI 2025technical
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. In this paper, we attempt to find the implicit regula…