François-Xavier Vialard

Applied Mathematics · 2015–2018

A researcher in the Science corpus: 3 papers; trusts 9 researchers and is trusted by 3 researchers here, as inferred from the citation graph.

Subfields

• Applied Mathematics — 25 citations into it; #6,318 of 7,620 by trust here, #4,033 by citations
• Computational Theory and Mathematics — 15 citations into it; #11,775 of 12,182 by trust here, #7,501 by citations
• Computer Vision and Pattern Recognition — 11 citations into it
• Computational Mechanics — 8 citations into it
• Geometry and Topology — 7 citations into it
• Optimization & Training — 5 citations into it

Whom François-Xavier Vialard trusts overall

Their strongest outbound trust, strongest first, inferred from their citations.

1. Cédric Villani
2. Marco Cuturi
3. Filippo Santambrogio
4. Christian Léonard
5. G. Peyr'e
6. Jean-David Benamou

Who trusts François-Xavier Vialard overall

1. G. Peyr'e
2. Zixuan Cang
3. Pierre L. Dognin

Papers from François-Xavier Vialard's perspective

Ordered by how strongly the researchers François-Xavier Vialard trusts endorse each paper. Same corpus, a different order for every researcher.

1. GENERATIVE ADVERSARIAL NETS
2. Optimal Transport: Old and New
3. Wasserstein GAN
4. Generative Moment Matching Networks
5. A computational fluid mechanics solution to the Monge-Kantorovich mass transfer problem
6. Automatic differentiation in PyTorch
7. Training generative neural networks via Maximum Mean Discrepancy optimization
8. A Kernel Method for the Two-Sample-Problem
9. Optimal Transport for Applied Mathematicians
10. Learning Generative Models with Sinkhorn Divergences

Their papers

• Scaling algorithms for unbalanced optimal transport problems (2017) — 415 citations
• Interpolating between Optimal Transport and MMD using Sinkhorn Divergences (2018) — 706 citations
• Unbalanced optimal transport: Dynamic and Kantorovich formulations (2015) — 313 citations