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hal-01633105v1  Conference papers
Mathieu CarriereMarco CuturiSteve Y. Oudot. Sliced Wasserstein Kernel for Persistence Diagrams
International Conference on Machine Learning, Aug 2017, Sydney, Australia
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hal-03063875v1  Conference papers
Hicham JanatiMarco CuturiAlexandre Gramfort. Debiased Sinkhorn barycenters
ICML 2020 - 37th International Conference on Machine Learning, Jul 2020, Vienna / Virtuel, Austria
hal-02340371v1  Conference papers
François-Pierre PatyAlexandre d'AspremontMarco Cuturi. Regularity as Regularization: Smooth and Strongly Convex Brenier Potentials in Optimal Transport
AISTATS 2020 - 23rd International Conference on Artificial Intelligence and Statistics, Jun 2020, Palermo / Virtual, Italy
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hal-01096124v1  Journal articles
Jean-David BenamouGuillaume CarlierMarco CuturiLuca NennaGabriel Peyré. Iterative Bregman Projections for Regularized Transportation Problems
SIAM Journal on Scientific Computing, Society for Industrial and Applied Mathematics, 2015, 2 (37), pp.A1111-A1138. ⟨10.1137/141000439⟩
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hal-01188953v1  Journal articles
Justin SolomonFernando de GoesGabriel PeyréMarco CuturiAdrian Butscher et al.  Convolutional wasserstein distances
ACM Transactions on Graphics, Association for Computing Machinery, 2015, 34 (4), pp.66:1-66:11. ⟨10.1145/2766963⟩
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hal-01303148v1  Journal articles
Nicolas BonneelGabriel PeyréMarco Cuturi. Wasserstein Barycentric Coordinates: Histogram Regression Using Optimal Transport
ACM Transactions on Graphics, Association for Computing Machinery, 2016, 35 (4), pp.71:1--71:10. ⟨10.1145/2897824.2925918⟩
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hal-01377528v1  Journal articles
Rémi FlamaryMarco CuturiNicolas CourtyAlain Rakotomamonjy. Wasserstein Discriminant Analysis
Machine Learning, Springer Verlag, 2018, 107 (12), pp.1923-1945. ⟨10.1007/s10994-018-5717-1⟩
hal-01188954v1  Journal articles
Marco CuturiGabriel Peyré. A Smoothed Dual Approach for Variational Wasserstein Problems
SIAM Journal on Imaging Sciences, Society for Industrial and Applied Mathematics, 2015
hal-02411822v1  Conference papers
Aude GenevayLenaic ChizatFrancis BachMarco CuturiGabriel Peyré. Sample Complexity of Sinkhorn divergences
AISTATS'19 - 22nd International Conference on Artificial Intelligence and Statistics, Apr 2019, Okinawa, Japan
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hal-00939566v1  Conference papers
Marco CuturiAlexandre d'Aspremont. Mean Reversion with a Variance Threshold
International Conference on Machine Learning, Jun 2013, United States. pp.271-279