Least-Squares Conditional Density Estimation

Masashi Sugiyama, Ichiro Takeuchi, Taiji Suzuki, Takafumi Kanamori, Hirotaka Hachiya, Daisuke Okanohara

Abstract: Estimating the conditional mean of an input-output relation is the goal of regression. However, regression analysis is not sufficiently informative if …