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Mathieu Carrière

21 papers hereh-index 161.3k citations39 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author9
  • middle author11
  • last author1

Across the 21 of 21 papers where every author was matched, so the position is known.

fields
  • cs.CG10
  • stat.ML4
  • cs.LG2
  • math.AT2
  • math.ST1
  • q-bio.GN1
same name
  • Mathieu Carrière — 5 papers, h 3
  • Mathieu Carrière — 2 papers, h 1

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20172026
most citedSliced Wasserstein Kernel for Persistence Diagrams

87 citations · 172 across the 15 of their papers we have counts for

collaborators
Showing 2023 · cs.LGShow all

1 paper · 2 filters

cs.LG2023★ 3 cited

Stable Vectorization of Multiparameter Persistent Homology using Signed Barcodes as Measures

David Loiseaux, Luis Scoccola, Mathieu Carrière +2

Persistent homology (PH) provides topological descriptors for geometric data, such as weighted graphs, which are interpretable, stable to perturbations, and invariant under, e.g.,…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.