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 | 860 | 2021 |
pyts: A Python Package for Time Series Classification J Faouzi, H Janati Journal of Machine learning research 21 (46), 2020 | 180 | 2020 |
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 | 78 | 2020 |
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 | 68 | 2020 |
Debiased Sinkhorn barycenters H Janati, M Cuturi, A Gramfort Thirty-seventh International Conference on Machine Learning, 2020 | 67 | 2020 |
Wasserstein regularization for sparse multi-task regression H Janati, M Cuturi, A Gramfort The 22nd International Conference on Artificial Intelligence and Statistics, 2019 | 55 | 2019 |
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 | 37 | 2020 |
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 | 36 | 2020 |
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 | 20 | 2019 |
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 | 12 | 2023 |
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 | 10 | 2019 |
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 | 2 | 2021 |
Averaging spatio-temporal signals using optimal transport and soft alignments H Janati, M Cuturi, A Gramfort arXiv preprint arXiv:2203.05813, 2022 | 1 | 2022 |
Advances in Optimal transport and applications to neuroscience H Janati Institut Polytechnique de Paris, 2021 | 1 | 2021 |
Investigating cancer resistance in a Glioblastoma cell line with gene expression data H Janati | 1 | 2016 |
WaveTransfer: A Flexible End-to-end Multi-instrument Timbre Transfer with Diffusion T Baoueb, X Bie, H Janati, G Richard arXiv preprint arXiv:2409.15321, 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 |