most citedDetection of Small Holes by the Scale-Invariant Robust Density-Aware Distance (RDAD) Filtration

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math.ST2022★ 1 cited

Detection of Small Holes by the Scale-Invariant Robust Density-Aware Distance (RDAD) Filtration

Chunyin Siu, Gennady Samorodnitsky, Christina Lee Yu +1

A novel topological-data-analytical (TDA) method is proposed to distinguish, from noise, small holes surrounded by high-density regions of a probability density function. The propo…