Robust modal regression with direct gradient approximation of modal regression risk

Hiroaki Sasaki, Tomoya Sakai, Takafumi Kanamori

Abstract: Modal regression is aimed at estimating the global mode (i.e., global maximum) of the conditional density function of the output variable given input variables, and has led to regression methods ro...