Skeleton Regression: A Graph-Based Approach to Estimation with Manifold Structure

Zeyu Wei, Yen-Chi Chen

We introduce a new regression framework designed to deal with large-scale, complex data that lies around a low-dimensional manifold with noises. Our approach first constructs a gra…