Sampling-based federated inference for M-estimators with non-smooth objective functions

Xiudi Li, Lu Tian, Tianxi Cai

We propose a novel sampling-based federated learning framework for statistical inference on M-estimators with non-smooth objective functions, which frequently arise in modern stati…