Three criteria are reviewed.

KL divergence

\alpha -divergence

Wasserstein distance

  • bound the difference between expectation of any smooth function. With upper bounds on the function of interest and the underlying two measures, it could be shown that their expectaion difference is bounded by \epsilon L