A Riemannian Factor Model for Manifold-Valued Time Series

Shuo-Chieh Huang, Rong Chen, Yaqing Chen

We propose a Riemannian factor model (RFM), a novel framework for analyzing potentially high-dimensional time series data observed on Riemannian manifolds. Such time series are enc…