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Hicham Janati
Hicham Janati
Associate professor, Télécom Paris
Verified email at telecom-paris.fr - Homepage
Title
Cited by
Cited by
Year
POT: Python Optimal Transport.
R Flamary, N Courty, A Gramfort, MZ Alaya, A Boisbunon, S Chambon, ...
J. Mach. Learn. Res. 22 (78), 1-8, 2021
348*2021
pyts: A Python Package for Time Series Classification
J Faouzi, H Janati
Journal of Machine learning research 21 (46), 2020
572020
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), 1-14, 2020
422020
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
362020
Wasserstein regularization for sparse multi-task regression
H Janati, M Cuturi, A Gramfort
The 22nd International Conference on Artificial Intelligence and Statistics, 2019
362019
Debiased Sinkhorn barycenters
H Janati, M Cuturi, A Gramfort
Thirty-seventh International Conference on Machine Learning, 2020
272020
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
232020
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
152020
Local optimal transport for functional brain template estimation
T Bazeille, H Richard, H Janati, B Thirion
International Conference on Information Processing in Medical Imaging, 237-248, 2019
82019
Group level MEG/EEG source imaging via optimal transport: minimum Wasserstein estimates
H Janati, T Bazeille, B Thirion, M Cuturi, A Gramfort
International Conference on Information Processing in Medical Imaging, 743-754, 2019
72019
Investigating cancer resistance in a Glioblastoma cell line with gene expression data
H Janati
12016
Unbalanced CO-Optimal Transport
QH Tran, H Janati, N Courty, R Flamary, I Redko, P Demetci, R Singh
arXiv preprint arXiv:2205.14923, 2022
2022
Averaging Spatio-temporal Signals using Optimal Transport and Soft Alignments
H Janati, M Cuturi, A Gramfort
arXiv preprint arXiv:2203.05813, 2022
2022
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
2021
Advances in Optimal transport and applications to neuroscience
H Janati
Institut Polytechnique de Paris, 2021
2021
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