Parallel Transport Unfolding: A Connection-based Manifold Learning Approach

no code implementations • 23 Jun 2018 • Max Budninskiy, Glorian Yin, Leman Feng, Yiying Tong, Mathieu Desbrun

Our new geometric procedure exhibits the same strong resilience to noise as one of the staples of manifold learning, the Isomap algorithm, as it also exploits all pairwise geodesic distances to compute a low-dimensional embedding.

Dimensionality Reduction