A Likelihood Based Approach to Distribution Regression Using Conditional Deep Generative Models

Shivam Kumar, Yun Yang, Lizhen Lin

In this work, we explore the theoretical properties of conditional deep generative models under the statistical framework of distribution regression where the response variable lie…