Search Results for author: Nickolas Arustamyan

Found 1 papers, 0 papers with code

Mixup Barcodes: Quantifying Geometric-Topological Interactions between Point Clouds

no code implementations23 Feb 2024 Hubert Wagner, Nickolas Arustamyan, Matthew Wheeler, Peter Bubenik

In particular, we introduce: (1) a mixup barcode, which captures geometric-topological interactions (mixup) between two point sets in arbitrary dimension; (2) simple summary statistics, total mixup and total percentage mixup, which quantify the complexity of the interactions as a single number; (3) a software tool for playing with the above.

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