most citedConditional Density Estimation with Neural Networks: Best Practices and Benchmarks

6 citations · 6 across the 1 of their papers we have counts for

collaborators

2 papers

stat.ML2019

Noise Regularization for Conditional Density Estimation

Jonas Rothfuss, Fabio Ferreira, Simon Boehm +4

Modelling statistical relationships beyond the conditional mean is crucial in many settings. Conditional density estimation (CDE) aims to learn the full conditional probability den…

stat.ML2019★ 6 cited

Conditional Density Estimation with Neural Networks: Best Practices and Benchmarks

Jonas Rothfuss, Fabio Ferreira, Simon Walther +1

Given a set of empirical observations, conditional density estimation aims to capture the statistical relationship between a conditional variable and a dependent varia…