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conference
Thibault Séjourné, Samitha Samaranayake, Siddhartha Banerjee. The price of fragmentation in mobility-on-demand services . In Proceedings of the ACM on Measurement and Analysis of Computing Systems, 2018. Pdf
Published:
Jean Feydy, Thibault Séjourné, François-Xavier Vialard, Shun-Ichi Amari, Alain Trouvé, Gabriel Peyré. Interpolating between optimal transport and MMD using Sinkhorn divergences . In Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics (AISTATS) 2019, Naha, Okinawa, Japan, 2018. Pdf
Published:
Thibault Séjourné, François-Xavier Vialard, Gabriel Peyré. The Unbalanced Gromov Wasserstein Distance: Conic Formulation and Relaxation . In Advances in Neural Information Processing Systems, 2020. Pdf
Published:
Kilian Fatras, Thibault Séjourné, Nicolas Courty, Rémi Flamary. Unbalanced minibatch Optimal Transport; applications to Domain Adaptation . In International Conference on Machine Learning 2021, 2021. Pdf
Published:
Thibault Séjourné, FRançois-Xavier Vialard, Gabriel Peyré. Faster Unbalanced Optimal Transport: Translation invariant Sinkhorn and 1-D Frank-Wolfe . In International Conference on Artificial Intelligence and Statistics, 2022. Pdf
Published:
portfolio
Portfolio item number 1 .
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Portfolio item number 2 .
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preprint
Thibault Séjourné, Jean Feydy, François-Xavier Vialard, Alain Trouvé, Gabriel Peyré. Sinkhorn Divergences for Unbalanced Optimal Transport . In ArXiv, 2019. Pdf
Published:
Thibault Séjourné, François-Xavier Vialard, Gabriel Peyré. Unbalanced Optimal Transport, from theory to numerics . In ArXiv, 2022. Pdf
Published:
talks
Talk - Estimating the Loss of Efficiency due to Competition in Mobility on Demand Markets .PGMO Days 2017, November 14, 2017,
Talk - The Price of Fragmentation in Mobility-on-Demand Services .ACM Sigmetrics 2018, June 19, 2018,
Talk - Sinkhorn Divergences for Unbalanced Optimal Transport .PGMO Seminar 2019, December 04, 2019, Slides
Poster - Sinkhorn Divergences for Unbalanced Optimal Transport .Neurips 2019 - Optimal Transport workshop, December 13, 2019, Poster
Talk - Sinkhorn Divergences for Unbalanced Optimal Transport .Mokameeting Seminar, April 04, 2020, Slides
Talk - Sinkhorn Divergences for Unbalanced Optimal Transport .SMAI MODE Seminar 2020, September 07, 2020, Video, Slides
Talk - The unbalanced Gromov-Wasserstein distance: Conic Formulation and Relaxation .Mokameeting Seminar, October 14, 2020, Slides
Talk - Generalizations of optimal transport: Sinkhorn divergences and Unbalanced Gromov-Wasserstein .EPFL LTS4 Seminar, November 05, 2020, Slides
Talk - Extensions du transport optimal: divergence de Sinkhorn et Gromov-Wasserstein unbalanced .10eme Biennale des Mathematiques Appliquees et Industrielles, June 24, 2021, Slides
Talk - Computing robust and isometric assignments with the unbalanced Gromov-Wasserstein distance .Calcul des variations, optimisation de forme, transport optimal et applications, November 05, 2021,
Talk - The unbalanced Gromov-Wasserstein distance .Göttingen Institute for Mathematical Stochastics Seminar, November 24, 2021,
Poster - Faster Unbalanced Optimal Transport: Translation invariant Sinkhorn and 1-D Frank-Wolfe .Neurips 2021 - Optimal Transport workshop, December 13, 2021,
Talk - Faster Unbalanced Optimal Transport: Translation invariant Sinkhorn and 1-D Frank-Wolfe .AISTATS2022, March 28, 2022, Poster
Talk - The unbalanced Gromov-Wasserstein distance .Curves and Surfaces 2022, June 20, 2022,