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Journal Articles
- 2021
[j3]Rémi Flamary, Nicolas Courty, Alexandre Gramfort, Mokhtar Z. Alaya
, Aurélie Boisbunon, Stanislas Chambon, Laetitia Chapel, Adrien Corenflos, Kilian Fatras, Nemo Fournier, Léo Gautheron, Nathalie T. H. Gayraud, Hicham Janati, Alain Rakotomamonjy, Ievgen Redko, Antoine Rolet, Antony Schutz, Vivien Seguy, Danica J. Sutherland, Romain Tavenard, Alexander Tong, Titouan Vayer:
POT: Python Optimal Transport. J. Mach. Learn. Res. 22: 78:1-78:8 (2021)- 2020
- [j2]Johann Faouzi, Hicham Janati:
pyts: A Python Package for Time Series Classification. J. Mach. Learn. Res. 21: 46:1-46:6 (2020) - [j1]Hicham Janati, Thomas Bazeille, Bertrand Thirion, Marco Cuturi, Alexandre Gramfort:
Multi-subject MEG/EEG source imaging with sparse multi-task regression. NeuroImage 220: 116847 (2020)
Conference and Workshop Papers
- 2024
- [c8]Teysir Baoueb, Xiaoyu Bie, Hicham Janati, Gaël Richard:
Wavetransfer: A Flexible End-to-End Multi-Instrument Timbre Transfer with Diffusion. MLSP 2024: 1-6 - 2023
- [c7]Quang Huy Tran, Hicham Janati, Nicolas Courty, Rémi Flamary, Ievgen Redko, Pinar Demetci, Ritambhara Singh:
Unbalanced CO-optimal Transport. AAAI 2023: 10006-10016 - 2020
- [c6]Hicham Janati, Marco Cuturi, Alexandre Gramfort:
Spatio-temporal alignments: Optimal transport through space and time. AISTATS 2020: 1695-1704 - [c5]Hicham Janati, Marco Cuturi, Alexandre Gramfort:
Debiased Sinkhorn barycenters. ICML 2020: 4692-4701 - [c4]Hicham Janati, Boris Muzellec, Gabriel Peyré, Marco Cuturi:
Entropic Optimal Transport between Unbalanced Gaussian Measures has a Closed Form. NeurIPS 2020 - 2019
- [c3]Hicham Janati, Marco Cuturi, Alexandre Gramfort:
Wasserstein regularization for sparse multi-task regression. AISTATS 2019: 1407-1416 - [c2]Thomas Bazeille, Hugo Richard, Hicham Janati, Bertrand Thirion:
Local Optimal Transport for Functional Brain Template Estimation. IPMI 2019: 237-248 - [c1]Hicham Janati, Thomas Bazeille, Bertrand Thirion, Marco Cuturi, Alexandre Gramfort:
Group Level MEG/EEG Source Imaging via Optimal Transport: Minimum Wasserstein Estimates. IPMI 2019: 743-754
Informal and Other Publications
- 2024
- [i10]Teysir Baoueb, Xiaoyu Bie, Hicham Janati, Gaël Richard:
WaveTransfer: A Flexible End-to-end Multi-instrument Timbre Transfer with Diffusion. CoRR abs/2409.15321 (2024) - 2023
- [i9]Arturo Castellanos, Pavlo Mozharovskyi, Florence d'Alché-Buc, Hicham Janati:
Fast kernel half-space depth for data with non-convex supports. CoRR abs/2312.14136 (2023) - 2022
- [i8]Hicham Janati, Marco Cuturi, Alexandre Gramfort:
Averaging Spatio-temporal Signals using Optimal Transport and Soft Alignments. CoRR abs/2203.05813 (2022) - [i7]Quang Huy Tran, Hicham Janati, Nicolas Courty, Rémi Flamary, Ievgen Redko, Pinar Demetci, Ritambhara Singh:
Unbalanced CO-Optimal Transport. CoRR abs/2205.14923 (2022) - 2021
- [i6]Quang Huy Tran, Hicham Janati, Ievgen Redko, Rémi Flamary, Nicolas Courty:
Factored couplings in multi-marginal optimal transport via difference of convex programming. CoRR abs/2110.00629 (2021) - 2020
- [i5]Hicham Janati, Marco Cuturi, Alexandre Gramfort:
Debiased Sinkhorn barycenters. CoRR abs/2006.02575 (2020) - 2019
- [i4]Hicham Janati, Thomas Bazeille, Bertrand Thirion, Marco Cuturi, Alexandre Gramfort:
Group level MEG/EEG source imaging via optimal transport: minimum Wasserstein estimates. CoRR abs/1902.04812 (2019) - [i3]Hicham Janati, Thomas Bazeille, Bertrand Thirion, Marco Cuturi, Alexandre Gramfort:
Multi-subject MEG/EEG source imaging with sparse multi-task regression. CoRR abs/1910.01914 (2019) - [i2]Hicham Janati, Marco Cuturi, Alexandre Gramfort:
Spatio-Temporal Alignments: Optimal transport through space and time. CoRR abs/1910.03860 (2019) - 2018
- [i1]Hicham Janati, Marco Cuturi, Alexandre Gramfort:
Wasserstein regularization for sparse multi-task regression. CoRR abs/1805.07833 (2018)
Coauthor Index
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