2026
Sharp Inequalities between Total Variation and Hellinger Distances for Gaussian Mixtures
ICML 2026spotlight
We study the relation between the total variation (TV) and Hellinger distances between two Gaussian location mixtures. Our first result establishes a general upper bound: for any two mixing distributions supported on a compact set, the Hellinger distance between the two mixtures is controlled by the…