Parallel Transport Unfolding: A Connection-based Manifold Learning Approach

Max Budninskiy, Glorian Yin, Leman Feng +2

Manifold learning offers nonlinear dimensionality reduction of high-dimensional datasets. In this paper, we bring geometry processing to bear on manifold learning by introducing a…