arXiv stat.ML
· Papers
Error Analysis of Neural-Network-Based Engression
arXiv:2607.27723v1 Announce Type: new Abstract: Engression (Shen and Meinshausen, 2024) learns a conditional distribution by fitting a generative model $Y = f(X,varepsilon)$ under the energy score, a strictly proper scoring rule. We provide a theoretical error analysis of engression implemented with deep neural networ