Hierarchical Hybrid Sliced Wasserstein: A Novel Metric for Comparing Heterogeneous Joint Distributions

The authors propose a novel sliced Wasserstein variant, called Hierarchical Hybrid Sliced Wasserstein (H2SW), that is specifically designed for comparing heterogeneous joint distributions, where the marginal distributions are supported on different domains.