125 citations
- Centre de Recherche en Économie et StatistiqueFR24 papers
- Centre for Research in Engineering Surface TechnologyIE13 papers
- Center for Responsible TravelUS9 papers
- Centre National de la Recherche ScientifiqueFR4 papers
- Centre de Recherche en Mathématiques de la DécisionFR3 papers
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stat.ML2019★ 7 cited
Spatio-Temporal Alignments: Optimal transport through space and time
Hicham Janati, Marco Cuturi, Alexandre Gramfort
Comparing data defined over space and time is notoriously hard, because it involves quantifying both spatial and temporal variability, while at the same time taking into account th…
stat.ML2019
Group level MEG/EEG source imaging via optimal transport: minimum Wasserstein estimates
Hicham Janati, Thomas Bazeille, Bertrand Thirion +2
Magnetoencephalography (MEG) and electroencephalogra-phy (EEG) are non-invasive modalities that measure the weak electromagnetic fields generated by neural activity. Inferring the…