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François-Xavier Vialard

47 papers hereh-index 253.5k citations67 works total

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

author position
  • sole author1
  • first author2
  • middle author15
  • last author28

Across the 46 of 47 papers where every author was matched, so the position is known.

fields
  • math.OC14
  • cs.CV5
  • math.DG4
  • math.NA4
  • math.ST4
  • math.AP3

identity via Semantic Scholar / OpenAlex

activity
20102026
most citedInterpolating between Optimal Transport and MMD using Sinkhorn Divergences

113 citations · 638 across the 37 of their papers we have counts for

collaborators
Showing 2026Show all

2 papers · 1 filter

cs.CG2026

A Unified Dual Method for Matching Problems

Guillaume Houry, Ferdinand Genans, Jean Feydy +1

Matching problems are ubiquitous in data science as they enable the alignment of structured objects and distributions. While existing solvers are often tailored to specific matchin…

math.OC2026

Gauss-Newton drifting extends natural gradient descent

Théo Dumont, Théo Lacombe, François-Xavier Vialard

Drifting methods have recently been introduced as a promising new paradigm for training generative models, and have attracted a lot of attention so far. In this work, we focus on h…

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