Hicham Janati

22 papers A* 3A 2Journal 14Unranked 3
YearRankTypeTitle / Venue / Authors
2025 J jnl
Kernel Trace Distance: Quantum Statistical Metric between Measures through RKHS Density Operators.
CoRR
Arturo Castellanos, Anna Korba, Pavlo Mozharovskyi, Hicham Janati
2024 J jnl
WaveTransfer: A Flexible End-to-end Multi-instrument Timbre Transfer with Diffusion.
CoRR
Teysir Baoueb, Xiaoyu Bie, Hicham Janati, Gaël Richard
2024 — conf
Wavetransfer: A Flexible End-to-End Multi-Instrument Timbre Transfer with Diffusion.
MLSP
Teysir Baoueb, Xiaoyu Bie, Hicham Janati, Gaël Richard
2023 J jnl
Fast kernel half-space depth for data with non-convex supports.
CoRR
Arturo Castellanos, Pavlo Mozharovskyi, Florence d'Alché-Buc, Hicham Janati
2023 A* conf
Unbalanced CO-optimal Transport.
AAAI
Quang Huy Tran, Hicham Janati, Nicolas Courty, Rémi Flamary, Ievgen Redko, Pinar Demetci, Ritambhara Singh
2022 J jnl
Averaging Spatio-temporal Signals using Optimal Transport and Soft Alignments.
CoRR
Hicham Janati, Marco Cuturi, Alexandre Gramfort
2022 J jnl
Unbalanced CO-Optimal Transport.
CoRR
Quang Huy Tran, Hicham Janati, Nicolas Courty, Rémi Flamary, Ievgen Redko, Pinar Demetci, Ritambhara Singh
2021 J jnl
Factored couplings in multi-marginal optimal transport via difference of convex programming.
CoRR
Quang Huy Tran, Hicham Janati, Ievgen Redko, Rémi Flamary, Nicolas Courty
2021 J jnl
POT: Python Optimal Transport.
J. Mach. Learn. Res.
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
2020 A* conf
Debiased Sinkhorn barycenters.
ICML
Hicham Janati, Marco Cuturi, Alexandre Gramfort
2020 J jnl
Debiased Sinkhorn barycenters.
CoRR
Hicham Janati, Marco Cuturi, Alexandre Gramfort
2020 A* conf
Entropic Optimal Transport between Unbalanced Gaussian Measures has a Closed Form.
NeurIPS
Hicham Janati, Boris Muzellec, Gabriel Peyré, Marco Cuturi
2020 J jnl
Multi-subject MEG/EEG source imaging with sparse multi-task regression.
NeuroImage
Hicham Janati, Thomas Bazeille, Bertrand Thirion, Marco Cuturi, Alexandre Gramfort
2020 A conf
Spatio-temporal alignments: Optimal transport through space and time.
AISTATS
Hicham Janati, Marco Cuturi, Alexandre Gramfort
2020 J jnl
pyts: A Python Package for Time Series Classification.
J. Mach. Learn. Res.
Johann Faouzi, Hicham Janati
2019 — conf
Group Level MEG/EEG Source Imaging via Optimal Transport: Minimum Wasserstein Estimates.
IPMI
Hicham Janati, Thomas Bazeille, Bertrand Thirion, Marco Cuturi, Alexandre Gramfort
2019 J jnl
Group level MEG/EEG source imaging via optimal transport: minimum Wasserstein estimates.
CoRR
Hicham Janati, Thomas Bazeille, Bertrand Thirion, Marco Cuturi, Alexandre Gramfort
2019 — conf
Local Optimal Transport for Functional Brain Template Estimation.
IPMI
Thomas Bazeille, Hugo Richard, Hicham Janati, Bertrand Thirion
2019 J jnl
Multi-subject MEG/EEG source imaging with sparse multi-task regression.
CoRR
Hicham Janati, Thomas Bazeille, Bertrand Thirion, Marco Cuturi, Alexandre Gramfort
2019 J jnl
Spatio-Temporal Alignments: Optimal transport through space and time.
CoRR
Hicham Janati, Marco Cuturi, Alexandre Gramfort
2019 A conf
Wasserstein regularization for sparse multi-task regression.
AISTATS
Hicham Janati, Marco Cuturi, Alexandre Gramfort
2018 J jnl
Wasserstein regularization for sparse multi-task regression.
CoRR
Hicham Janati, Marco Cuturi, Alexandre Gramfort