Sliced Kernelized Stein Discrepancy + Active Slices for Sliced Stein Discrepancy

This repo implemented the main experiments for the following papers:

Sliced Kernelized Stein Discrepancy by Wenbo Gong, Yingzhen Li and Jose Miguel Hernandez-Lobato
Active Slices for Sliced Stein Discrepancy by Wenbo Gong, Kaibo Zhang, Yingzhen Li and Jose Miguel Hernandez-Lobato.

The code is implemeneted based on Pytorch 1.6.0.

If you use our code for research, please consider citing the papers.

Code Structure

src: Source files containing methods used in experiments. For details, refer to src
scripts: Scripts for running the experiments. Refer to scripts for details.