Machine Learning's Dropout Training is Distributionally Robust Optimal

Jose Blanchet, Yang Kang, Jose Luis Montiel Olea +2

This paper shows that dropout training in Generalized Linear Models is the minimax solution of a two-player, zero-sum game where an adversarial nature corrupts a statistician's cov…