21 citations · 89 across the 12 of their papers we have counts for
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cs.CG2022
Swap, Shift and Trim to Edge Collapse a Filtration
Marc Glisse, Siddharth Pritam
Boissonnat and Pritam introduced an algorithm to reduce a filtration of flag (or clique) complexes, which can in particular speed up the computation of its persistent homology. The…
cs.CG2022★ 7 cited
RipsNet: a general architecture for fast and robust estimation of the persistent homology of point clouds
Thibault de Surrel, Felix Hensel, Mathieu Carrière +5
The use of topological descriptors in modern machine learning applications, such as Persistence Diagrams (PDs) arising from Topological Data Analysis (TDA), has shown great potenti…