Wasserstein regularization for sparse multi-task regression. - Hicham Janati; Marco Cuturi; Alexandre Gramfort (AISTATS, 2019)

Local Optimal Transport for Functional Brain Template Estimation. - Thomas Bazeille; Hugo Richard; Hicham Janati; Bertrand Thirion (IPMI, 2019)

Group Level MEG/EEG Source Imaging via Optimal Transport: Minimum Wasserstein Estimates. - Hicham Janati; Thomas Bazeille; Bertrand Thirion; Marco Cuturi; Alexandre Gramfort (IPMI, 2019)

Spatio-temporal alignments: Optimal transport through space and time. - Hicham Janati; Marco Cuturi; Alexandre Gramfort (AISTATS, 2020)

Debiased Sinkhorn barycenters. - Hicham Janati; Marco Cuturi; Alexandre Gramfort (ICML, 2020)

Entropic Optimal Transport between Unbalanced Gaussian Measures has a Closed Form. - Hicham Janati; Boris Muzellec; Gabriel Peyré; Marco Cuturi (NeurIPS, 2020)

pyts: A Python Package for Time Series Classification. - Johann Faouzi; Hicham Janati (J. Mach. Learn. Res., 2020)

Multi-subject MEG/EEG source imaging with sparse multi-task regression. - Hicham Janati; Thomas Bazeille; Bertrand Thirion; Marco Cuturi; Alexandre Gramfort (NeuroImage, 2020)

Factored couplings in multi-marginal optimal transport via difference of convex programming. - Quang Huy Tran; Hicham Janati; Ievgen Redko; Rémi Flamary; Nicolas Courty (CoRR, 2021)

POT: Python Optimal Transport. - 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; et al. (J. Mach. Learn. Res., 2021)

Averaging Spatio-temporal Signals using Optimal Transport and Soft Alignments. - Hicham Janati; Marco Cuturi; Alexandre Gramfort (CoRR, 2022)

Unbalanced CO-optimal Transport. - Quang Huy Tran; Hicham Janati; Nicolas Courty; Rémi Flamary; Ievgen Redko; Pinar Demetci; Ritambhara Singh (AAAI, 2023)

Fast kernel half-space depth for data with non-convex supports. - Arturo Castellanos 002; Pavlo Mozharovskyi; Florence d'Alché-Buc; Hicham Janati (CoRR, 2023)

Wavetransfer: A Flexible End-to-End Multi-Instrument Timbre Transfer with Diffusion. - Teysir Baoueb; Xiaoyu Bie; Hicham Janati; Gaël Richard (MLSP, 2024)

Kernel Trace Distance: Quantum Statistical Metric between Measures through RKHS Density Operators. - Arturo Castellanos 002; Anna Korba; Pavlo Mozharovskyi; Hicham Janati (CoRR, 2025)