Minimax Rate of Distribution Estimation on Unknown Submanifold under Adversarial Losses

Rong Tang, Yun Yang

Statistical inference from high-dimensional data with low-dimensional structures has recently attracted lots of attention. In machine learning, deep generative modeling approaches…