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Hicham Janati
Hicham Janati
Associate professor, Télécom Paris
在 telecom-paris.fr 的電子郵件地址已通過驗證 - 首頁
標題
引用次數
引用次數
年份
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
10442021
pyts: A Python Package for Time Series Classification
J Faouzi, H Janati
Journal of Machine learning research 21 (46), 2020
1952020
Entropic optimal transport between (unbalanced) gaussian measures has a closed form
H Janati, B Muzellec, G Peyré, M Cuturi
Neural Information Processing Systems (Neurips 2020, Oral), 2020
892020
Debiased Sinkhorn barycenters
H Janati, M Cuturi, A Gramfort
International Conference on Machine Learning (ICML 2020), 2020
752020
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, ...
Nature, "Cell death & disease" 11 (1), 19, 2020
712020
Wasserstein regularization for sparse multi-task regression
H Janati, M Cuturi, A Gramfort
International Conference on Artificial Intelligence and Statistics (AISTATS …, 2019
572019
Spatio-Temporal Alignments: Optimal transport through space and time
H Janati, M Cuturi, A Gramfort
International Conference on Artificial Intelligence and Statistics (AISTATS …, 2020
402020
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
372020
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
212023
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
212019
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
112019
Advances in Optimal transport and applications to neuroscience
H Janati
Institut Polytechnique de Paris, 2021
32021
Averaging spatio-temporal signals using optimal transport and soft alignments
H Janati, M Cuturi, A Gramfort
Journal of machine learning research 23 (352), 2025
22025
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
Investigating cancer resistance in a Glioblastoma cell line with gene expression data
H Janati
12016
WaveTransfer: A Flexible End-to-end Multi-instrument Timbre Transfer with Diffusion
T Baoueb, X Bie, H Janati, G Richard
2024 IEEE 34th International Workshop on Machine Learning for Signal …, 2024
2024
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
Github GitHub-PythonOT/POT: POT: Python Optimal Transport
S Wasserstein, R Flamary, N Courty, A Gramfort, MZ Alaya, A Boisbunon, ...
Journal of Machine Learning Research 22 (78), 1-8, 2021
2021
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