Tom Morgan

Multi-Observation Regression

Given a data set of $(x,y)$ pairs, a common learning task is to fit a model predicting $y$ (a label or dependent variable) conditioned on $x$. This paper considers the similar but much less-understood problem of modeling “higher-order” statistics of $y$’s distribution conditioned on $x$. Such statis…