Active Slices for Sliced Stein Discrepancy

Wenbo Gong, Kaibo Zhang, Yingzhen Li, José Miguel Hernández-Lobato

Abstract: Sliced Stein discrepancy (SSD) and its kernelized variants have demonstrated promising successes in goodness-of-fit tests and model learning in high dimensions. Despite the theoretical elegance, th...