Convergence and global optimality of Wasserstein--Fisher--Rao descent for Gaussian mixtures

Xingzhou Wang, Ziyang Jiang, Zheng Li +3

We study explicit Wasserstein--Fisher--Rao descent for fitting Gaussian location mixtures by nonparametric maximum likelihood. The full sequence converges weakly and has finite len…