Hicham Janati
Hicham Janati
Postdoctoral researcher, École polytechnique
Verified email at polytechnique.edu - Homepage
Title
Cited by
Cited by
Year
Wasserstein regularization for sparse multi-task regression
H Janati, M Cuturi, A Gramfort
The 22nd International Conference on Artificial Intelligence and Statistics, 2019
312019
pyts: A Python Package for Time Series Classification
J Faouzi, H Janati
Journal of Machine learning research 21 (46), 2020
252020
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
222020
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
142021
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
142020
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
112020
Debiased Sinkhorn barycenters
H Janati, M Cuturi, A Gramfort
Thirty-seventh International Conference on Machine Learning, 2020
72020
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
62020
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
52019
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
42019
Investigating cancer resistance in a Glioblastoma cell line with gene expression data
H Janati
12016
Advances in Optimal transport and applications to neuroscience
H Janati
Institut Polytechnique de Paris, 2021
2021
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