Robust modal regression with direct log-density derivative estimation

Hiroaki Sasaki, Tomoya Sakai, Takafumi Kanamori

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 regr…