Denoising data reduction algorithm for Topological Data Analysis

Seonmi Choi, Semin Oh, Jeong Rye Park +1

Persistent homology is a central tool in topological data analysis, but its application to large and noisy datasets is often limited by computational cost and the presence of spuri…