Marco Cuturi
Impact in
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- Multimodal Machine Learning Applications
- Advanced Image and Video Retrieval Techniques
Papers in
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- Machine Learning and Algorithms 6
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- Advanced Image and Video Retrieval Techniques 5
- Face and Expression Recognition 3
- Co-authors
- Gabriel Peyré (10 shared papers)Randal Douc (1 shared paper)Luca Nenna (1 shared paper)Guillaume Carlier (1 shared paper)Jean‐David Benamou (1 shared paper)Jean‐Philippe Vert (8 shared papers)Leonidas Guibas (1 shared paper)Andy Nguyễn (1 shared paper)
- Journals
- ACM Transactions on Graphics (2 papers)SIAM Journal on Scientific Computing (2 papers)Machine Learning (2 papers)Journal of Machine Learning Research (2 papers)SIAM Journal on Imaging Sciences (1 paper)
- Partner nations
- FranceJapanUnited States
In The Last Decade
Marco Cuturi
44 papers receiving 2.5k citations
Marco Cuturi's Hit Papers
Peers
Comparison fields: 5 of 135
- Computer Vision and Pattern Recognition 885
- Computer Graphics and Computer-Aided Design 127
- Applied Mathematics 359
- Statistics and Probability 268
- Artificial Intelligence 934
Countries citing papers authored by Marco Cuturi
This map shows the geographic impact of Marco Cuturi's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Marco Cuturi with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Marco Cuturi more than expected).
Fields of papers citing papers by Marco Cuturi
This network shows the impact of papers produced by Marco Cuturi. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Marco Cuturi. The network helps show where Marco Cuturi may publish in the future.
Co-authors
The 25 scholars most cited alongside Marco Cuturi, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.
All Works
Showing the 20 most-cited of 45 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | Sinkhorn Distances: Lightspeed Computation of Optimal Transport Hit paper breakdown → | 2013 | 1045 |
| 2 | Iterative Bregman Projections for Regularized Transportation Problems Hit paper breakdown → | 2015 | 311 |
| 3 | Convolutional wasserstein distances Hit paper breakdown → | 2015 | 229 |
| 4 | 2013 | 169 | |
| 5 | Fast Global Alignment Kernels | 2011 | 141 |
| 6 | 2019 | 111 | |
| 7 | 2016 | 63 | |
| 8 | 2016 | 50 | |
| 9 | 2018 | 38 | |
| 10 | 2011 | 37 | |
| 11 | Fast Dictionary Learning with a Smoothed Wasserstein Loss | 2016 | 36 |
| 12 | Wasserstein Training of Restricted Boltzmann Machines | 2016 | 34 |
| 13 | Semigroup Kernels on Measures | 2005 | 33 |
| 14 | 2015 | 30 | |
| 15 | Mapping cells through time and space with moscot Hit paper breakdown → | 2025 | 24 |
| 16 | 2018 | 24 | |
| 17 | Differentiable Ranking and Sorting using Optimal Transport | 2019 | 20 |
| 18 | Learning with Differentiable Pertubed Optimizers | 2020 | 20 |
| 19 | Unsupervised Hyper-alignment for Multilingual Word Embeddings | 2018 | 18 |
| 20 | 2005 | 18 |
About Marco Cuturi
Marco Cuturi is a scholar working on Artificial Intelligence, Computer Vision and Pattern Recognition, Applied Mathematics, Computational Theory and Mathematics and Computational Mechanics, having authored 45 papers that have together received 2.6k indexed citations. Recurring topics across this work include Point processes and geometric inequalities (7 papers), Geometric Analysis and Curvature Flows (7 papers), Machine Learning and Algorithms (6 papers), Topological and Geometric Data Analysis (5 papers), Advanced Image and Video Retrieval Techniques (5 papers), Advanced Neuroimaging Techniques and Applications (4 papers), Markov Chains and Monte Carlo Methods (4 papers) and Face and Expression Recognition (3 papers). The work is most often cited by research in Computer Vision and Pattern Recognition (885 citations), Computer Graphics and Computer-Aided Design (127 citations), Applied Mathematics (359 citations), Statistics and Probability (268 citations) and Artificial Intelligence (934 citations). Marco Cuturi has collaborated with scholars based in France, Japan and United States. Frequent co-authors include Gabriel Peyré, Randal Douc, Luca Nenna, Guillaume Carlier, Jean‐David Benamou, Jean‐Philippe Vert, Leonidas Guibas, Andy Nguyễn, Adrian Butscher and Justin Solomon. Their work appears in journals such as ACM Transactions on Graphics, SIAM Journal on Scientific Computing, Machine Learning, Journal of Machine Learning Research and SIAM Journal on Imaging Sciences.
Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.