87 citations · 322 across the 21 of their papers we have counts for
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cs.CG2018
Topological Data Analysis of Single-cell Hi-C Contact Maps
Mathieu Carriere, Raul Rabadan
In this article, we show how the recent statistical techniques developed in Topological Data Analysis for the Mapper algorithm can be extended and leveraged to formally define and…
cs.LG2018★ 19 cited
On the Metric Distortion of Embedding Persistence Diagrams into separable Hilbert spaces
Mathieu Carriere, Ulrich Bauer
Persistence diagrams are important descriptors in Topological Data Analysis. Due to the nonlinearity of the space of persistence diagrams equipped with their {\em diagram distances…