A New Robust Partial $p$-Wasserstein-Based Metric for Comparing Distributions

Sharath Raghvendra, Pouyan Shirzadian, Kaiyi Zhang

The $2$-Wasserstein distance is sensitive to minor geometric differences between distributions, making it a very powerful dissimilarity metric. However, due to this sensitivity, a…