Principal Geodesic Analysis for Probability Measures under the Optimal Transport Metric

Vivien Seguy, Marco Cuturi

Given a family of probability measures in P(X), the space of probability measures on a Hilbert space X, our goal in this paper is to highlight one ore more curves in P(X) that summ…