PCA of probability measures: Sparse and Dense sampling regimes

Gachon Erell, Jérémie Bigot, Elsa Cazelles

A common approach to perform PCA on probability measures is to embed them into a Hilbert space where standard functional PCA techniques apply. While convergence rates for estimatin…