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researcher

Matthieu Heitz

4 papers hereh-index 7353 citations12 works total

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

author position
  • first author1
  • middle author3

Across the 4 of 4 papers where every author was matched, so the position is known.

fields
  • stat.ML3
  • math.OC1

identity via Semantic Scholar / OpenAlex

activity
20172025
most citedWasserstein Dictionary Learning: Optimal Transport-based unsupervised non-linear dictionary learning

93 citations · 111 across the 4 of their papers we have counts for

collaborators
Showing 2019Show all

1 paper · 1 filter

stat.ML2019★ 14 cited

Ground Metric Learning on Graphs

Matthieu Heitz, Nicolas Bonneel, David Coeurjolly +2

Optimal transport (OT) distances between probability distributions are parameterized by the ground metric they use between observations. Their relevance for real-life applications…

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