Minimax Rates for Homology Inference

Sivaraman Balakrishnan, Alessandro Rinaldo, Don Sheehy +2

Often, high dimensional data lie close to a low-dimensional submanifold and it is of interest to understand the geometry of these submanifolds. The homology groups of a manifold ar…