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cs.LG2022★ 6 cited
Tight basis cycle representatives for persistent homology of large data sets
Manu Aggarwal, Vipul Periwal
Persistent homology (PH) is a popular tool for topological data analysis that has found applications across diverse areas of research. It provides a rigorous method to compute robu…
cs.LG2021★ 1 cited
Dory: Overcoming Barriers to Computing Persistent Homology
Manu Aggarwal, Vipul Periwal
Persistent homology (PH) is an approach to topological data analysis (TDA) that computes multi-scale topologically invariant properties of high-dimensional data that are robust to…