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Titouan Vayer
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Pot: Python optimal transport
R Flamary, N Courty, A Gramfort, MZ Alaya, A Boisbunon, S Chambon, ...
Journal of Machine Learning Research 22 (78), 1-8, 2021
1802021
Optimal Transport for structured data with application on graphs
V Titouan, N Courty, R Tavenard, C Laetitia, R Flamary
International Conference on Machine Learning (ICML), 6275-6284, 2019
142*2019
Sliced gromov-wasserstein
V Titouan, R Flamary, N Courty, R Tavenard
Neural Information Processing Systems (NeurIPS) 32, 2019
66*2019
Fused gromov-wasserstein distance for structured objects
T Vayer, L Chapel, R Flamary, R Tavenard, N Courty
Algorithms 13 (9), 212, 2020
51*2020
CO-Optimal Transport
V Titouan, I Redko, R Flamary, N Courty
Neural Information Processing Systems (NeurIPS) 33, 2020
24*2020
Online Graph Dictionary Learning
C Vincent-Cuaz, T Vayer, R Flamary, M Corneli, N Courty
International Conference on Machine Learning (ICML), 10564-10574, 2021
162021
Time series alignment with global invariances
T Vayer, L Chapel, N Courty, R Flamary, Y Soullard, R Tavenard
arXiv preprint arXiv:2002.03848, 2020
62020
Semi-relaxed Gromov Wasserstein divergence with applications on graphs
C Vincent-Cuaz, R Flamary, M Corneli, T Vayer, N Courty
International Conference on Learning Representations (ICLR), 2022
52022
A contribution to Optimal Transport on incomparable spaces
T Vayer
Université Bretagne Sud, 2020
42020
Fast multiscale diffusion on graphs
S Marcotte, A Barbe, R Gribonval, T Vayer, M Sebban, P Borgnat, ...
ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022
3*2022
Subspace Detours Meet Gromov–Wasserstein
C Bonet, T Vayer, N Courty, F Septier, L Drumetz
Algorithms 14 (12), 366, 2021
12021
Controlling Wasserstein distances by Kernel norms with application to Compressive Statistical Learning
T Vayer, R Gribonval
arXiv preprint arXiv:2112.00423, 2021
12021
Optimization of the Diffusion Time in Graph Diffused-Wasserstein Distances: Application to Domain Adaptation
A Barbe, P Gonçalves, M Sebban, P Borgnat, R Gribonval, T Vayer
2021 IEEE 33rd International Conference on Tools with Artificial …, 2021
12021
Template based Graph Neural Network with Optimal Transport Distances
C Vincent-Cuaz, R Flamary, M Corneli, T Vayer, N Courty
arXiv preprint arXiv:2205.15733, 2022
2022
Transport Optimal pour les Signaux sur Graphes
T VAYER, L CHAPEL, R FLAMARY, R TAVENARD, N COURTY
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Articles 1–15