Unification and Optimization of Robust Supervised Learning

Jonas Hanselle, Valentin Margraf, Clemens Damke +1

Robust learning methods such as distributionally robust optimization, vicinal risk minimization, Mixup, and label smoothing address different sources of uncertainty, including dist…