Another Look at Log-PCA for Probability Measures: A Dynamical Formulation and Statistical Convergence

Peng Xu, Changbo Zhu, Young-Heon Kim +1

This paper is concerned with learning principal variations of random probability measures on ${\mathbb{R}}^m$ under the Wasserstein geometry. We introduce a new dynamical formulation…