A CDF-First Framework for Free-Form Density Estimation

Chenglong Song, Mazharul Islam, Lin Wang +2

Conditional density estimation (CDE) is a fundamental task in machine learning that aims to model the full conditional law $\mathbb{P}(\mathbf{y}\mid \mathbf{x})$, beyond mere poi…