Optimal Transport is a mathematical framework in the theory of probability and optimization that characterizes the most efficient way to redistribute mass between two probability distributions, minimizing a given cost function associated with the transport of mass.
1.4K
Publications
74.1K
Citations
3.7K
Authors
1K
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Publications per year
2017–2026
837
Variants
Optimal Transport Theory
Parents
Publications
1.4K
Sinkhorn Distances: Lightspeed Computation of Optimal Transport
Marco Cuturi · 2013 · 2.2K citations
Transport Processes and Unit Operations
Chemical Engineering Science · 1994 · 1.6K citations
Engineering, Industrial Engineering, Operations Management +10
Ricci curvature for metric-measure spaces via optimal transport
John Lott, Cédric Villani · Annals of Mathematics · 2009 · 1.3K citations · Full text
Optimal Transport for Domain Adaptation
Nicolas Courty, Rémi Flamary, Devis Tuia et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2016 · 942 citations · Full text
Computational Optimal Transport
Gabriel Peyré, Marco Cuturi · now publishers, Inc. eBooks · 2019 · 903 citations
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Authors
3.7K
- GPGabriel Peyré
Centre de Recherche en Mathématiques de la Décision, France
32 publications · 4K citations
27
h-index
- MC
26
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- AT
19
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- YC
18
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- TT
17
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1–5 of 3.7K
Institutions
1K
Centre National de la Recherche Scientifique
Paris, France
42 h-index
211 publications
15.4K citations
Centre de Recherche en Mathématiques de la Décision
Paris, France
33 h-index
82 publications
7.8K citations
Université Paris Dauphine-PSL
Paris, France
29 h-index
60 publications
5.4K citations
Georgia Institute of Technology
Atlanta, United States
23 h-index
63 publications
4.2K citations
Massachusetts Institute of Technology
Cambridge, United States
22 h-index
84 publications
7.4K citations
University of Toronto
Toronto, Canada
21 h-index
35 publications
1.6K citations
Stony Brook University
Stony Brook, United States
19 h-index
45 publications
2.8K citations
École Polytechnique
Palaiseau, France
19 h-index
40 publications
1.6K citations
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Venues
- arXiv (Cornell University)
Repository · 230 publications · 8K citations
44
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- Physical Review Letters
PRL · 20 publications · 1.9K citations
18
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- SIAM Journal on Mathematical Analysis
21 publications · 1.8K citations
17
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- Proceedings of the AAAI Conference on Artificial Intelligence
Conference · 16 publications · 651 citations
15
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- SIAM Journal on Imaging Sciences
SIIMS · 15 publications · 1.1K citations
15
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