Philippe Rigollet

Learning Gaussian Mixtures Using the Wasserstein-Fisher-Rao Gradient Flow

2023 · arXiv (Cornell University)

Gaussian mixture models form a flexible and expressive parametric family of distributions that has found applications in a wide variety of applications. Unfortunately, fitting these models to data is a notoriously hard problem from a …