Learning over von Mises-Fisher Distributions via a Wasserstein-like Geometry

Kisung You, Dennis Shung, Mauro Giuffrè

We introduce a novel, geometry-aware distance metric for the family of von Mises-Fisher (vMF) distributions, which are fundamental models for directional data on the unit hypersphe…