Nonparametric estimation of conditional probability distributions using a generative approach based on conditional push-forward neural networks

Nicola Rares Franco, Lorenzo Tedesco

We introduce conditional push-forward neural networks (CPFN), a generative framework for conditional distribution estimation. Instead of directly modeling the conditional density $…