87 citations · 322 across the 21 of their papers we have counts for
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math.AT2019
Statistical analysis of Mapper for stochastic and multivariate filters
Mathieu Carrière, Bertrand Michel
Reeb spaces, as well as their discretized versions called Mappers, are common descriptors used in Topological Data Analysis, with plenty of applications in various fields of scienc…
stat.ML2019★ 72 cited
PersLay: A Neural Network Layer for Persistence Diagrams and New Graph Topological Signatures
Mathieu Carrière, Frédéric Chazal, Yuichi Ike +3
Persistence diagrams, the most common descriptors of Topological Data Analysis, encode topological properties of data and have already proved pivotal in many different applications…