72 citations · 184 across the 11 of their papers we have counts for
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cs.CG2019★ 3 cited
ATOL: Measure Vectorization for Automatic Topologically-Oriented Learning
Martin Royer, Frédéric Chazal, Clément Levrard +2
Robust topological information commonly comes in the form of a set of persistence diagrams, finite measures that are in nature uneasy to affix to generic machine learning framework…
cs.CG2018★ 21 cited
DTM-based Filtrations
Hirokazu Anai, Frédéric Chazal, Marc Glisse +4
Despite strong stability properties, the persistent homology of filtrations classically used in Topological Data Analysis, such as, e.g. the Cech or Vietoris-Rips filtrations, are…