Dropout Regularization in Extended Generalized Linear Models based on Double Exponential Families

Benedikt Lütke Schwienhorst, Lucas Kock, Nadja Klein +1

Even though dropout is a popular regularization technique, its theoretical properties are not fully understood. In this paper we study dropout regularization in extended generalize…