Belted Engression: Sufficient Dimension Reduction for Generative Distributional Regression

Wenxi Tan, Bing Li, Lingzhou Xue

Modern conditional generative models face significant challenges when learning complex covariate dependencies. While sufficient dimension reduction (SDR) provides a principled appr…