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Mathieu Carrière

22 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 author10
  • middle author11
  • last author1

Across the 22 of 22 papers where every author was matched, so the position is known.

fields
  • cs.CG10
  • stat.ML4
  • math.AT3
  • cs.LG2
  • 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
20152026
most citedSliced Wasserstein Kernel for Persistence Diagrams

87 citations · 322 across the 21 of their papers we have counts for

collaborators
Showing 2024Show all

1 paper · 1 filter

cs.CG2024★ 2 cited

Differentiability and Optimization of Multiparameter Persistent Homology

Luis Scoccola, Siddharth Setlur, David Loiseaux +2

Real-valued functions on geometric data -- such as node attributes on a graph -- can be optimized using descriptors from persistent homology, allowing the user to incorporate topol…

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