Shonosuke Sugasawa

Fast robust additive models using gamma-divergence

Abstract Additive models offer a flexible framework for modeling nonlinear relationships between predictors and a continuous response variable, where nonparametric terms are commonly modeled via penalized splines. However, such models can be sensitive to outliers, leading to pote...