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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: June 13, 2018

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: October 18, 2018

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: September 09, 2020

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: March 05, 2021

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: May 03, 2022

portfolio

Portfolio item number 1 .

Short description of portfolio item number 1

Portfolio item number 2 .

Short description of portfolio item number 2

preprint

Thibault Séjourné, Jean Feydy, François-Xavier Vialard, Alain Trouvé, Gabriel Peyré. Sinkhorn Divergences for Unbalanced Optimal Transport . In ArXiv, 2019. Pdf

Published: October 28, 2019

Thibault Séjourné, François-Xavier Vialard, Gabriel Peyré. Unbalanced Optimal Transport, from theory to numerics . In ArXiv, 2022. Pdf

Published: November 16, 2022

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 - Unbalanced Gromov-Wasserstein distance . IBM Online Seminar, October 19, 2021,

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,

teaching

Teaching assistantship in mathematics .

Undergraduate course, PSL, CPES, First year, 2018

Teaching assistantship in mathematics .

Undergraduate course, PSL, CPES, First year, 2019