Transforming Conditional Density Estimation Into a Single Nonparametric Regression Task

Alexander G. Reisach, Olivier Collier, Alex Luedtke +1

We propose a way of transforming the problem of conditional density estimation into a single nonparametric regression task via the introduction of auxiliary samples. This allows le…