Converting High-Dimensional Regression to High-Dimensional Conditional Density Estimation

Rafael Izbicki, Ann B. Lee

There is a growing demand for nonparametric conditional density estimators (CDEs) in fields such as astronomy and economics. In astronomy, for example, one can dramatically improve…