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Hicham Janati
Hicham Janati
Associate professor, Télécom Paris
Verified email at telecom-paris.fr - Homepage
Title
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Cited by
Year
Pot: Python optimal transport
R Flamary, N Courty, A Gramfort, MZ Alaya, A Boisbunon, S Chambon, ...
The Journal of Machine Learning Research 22 (1), 3571-3578, 2021
7512021
pyts: A Python Package for Time Series Classification
J Faouzi, H Janati
Journal of Machine learning research 21 (46), 2020
1522020
Entropic optimal transport between (unbalanced) gaussian measures has a closed form
H Janati, B Muzellec, G Peyré, M Cuturi
Thirty-fourth Conference on Neural Information Processing Systems, 2020
712020
Identification of a transient state during the acquisition of temozolomide resistance in glioblastoma
M Rabé, S Dumont, A Álvarez-Arenas, H Janati, J Belmonte-Beitia, ...
Cell death & disease 11 (1), 19, 2020
642020
Debiased Sinkhorn barycenters
H Janati, M Cuturi, A Gramfort
Thirty-seventh International Conference on Machine Learning, 2020
612020
Wasserstein regularization for sparse multi-task regression
H Janati, M Cuturi, A Gramfort
The 22nd International Conference on Artificial Intelligence and Statistics, 2019
512019
Multi-subject MEG/EEG source imaging with sparse multi-task regression
H Janati, T Bazeille, B Thirion, M Cuturi, A Gramfort
NeuroImage 220, 116847, 2020
332020
Spatio-Temporal Alignments: Optimal transport through space and time
H Janati, M Cuturi, A Gramfort
The 23rd International Conference on Artificial Intelligence and Statistics, 2020
312020
Local optimal transport for functional brain template estimation
T Bazeille, H Richard, H Janati, B Thirion
Information Processing in Medical Imaging: 26th International Conference …, 2019
162019
Unbalanced co-optimal transport
QH Tran, H Janati, N Courty, R Flamary, I Redko, P Demetci, R Singh
Proceedings of the AAAI Conference on Artificial Intelligence 37 (8), 10006 …, 2023
102023
Group level MEG/EEG source imaging via optimal transport: minimum Wasserstein estimates
H Janati, T Bazeille, B Thirion, M Cuturi, A Gramfort
Information Processing in Medical Imaging: 26th International Conference …, 2019
102019
Factored couplings in multi-marginal optimal transport via difference of convex programming
QH Tran, H Janati, I Redko, R Flamary, N Courty
arXiv preprint arXiv:2110.00629, 2021
22021
Averaging spatio-temporal signals using optimal transport and soft alignments
H Janati, M Cuturi, A Gramfort
arXiv preprint arXiv:2203.05813, 2022
12022
Advances in Optimal transport and applications to neuroscience
H Janati
Institut polytechnique de Paris, 2021
12021
Investigating cancer resistance in a Glioblastoma cell line with gene expression data
H Janati
12016
Fast kernel half-space depth for data with non-convex supports
A Castellanos, P Mozharovskyi, F d'Alché-Buc, H Janati
arXiv preprint arXiv:2312.14136, 2023
2023
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