Toscani-Fourier Distance on Probability Measures: Wasserstein Control, Topological Equivalence on Model Classes, and Duality

Mehrdad Mohammadi

Comparing probability measures in machine learning trades transport geometry against computational cost: Wasserstein distances encode the geometry of ${\mathbb{R}}^d$ but require solv…