Comparing distributions: $l1$ geometry improves kernel two-sample testing

Meyer Scetbon; Gaël Varoquaux

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Conference papers

Comparing distributions: $l1$ geometry improves kernel two-sample testing

Meyer Scetbon ^{1, 2} Gaël Varoquaux ¹

1 PARIETAL - Modelling brain structure, function and variability based on high-field MRI data

Inria Saclay - Ile de France, NEUROSPIN - Service NEUROSPIN

2 CREST - Centre de Recherche en Économie et Statistique

Meyer Scetbon ^{1, 2} AuthorId : 11578939
Author

Gaël Varoquaux ¹ AuthorId : 961900
Author Employer institution : Institut National de Recherche en Informatique et en Automatique IdHAL : gael-varoquaux ORCID : https://orcid.org/0000-0003-1076-5122

1 PARIETAL - Modelling brain structure, function and variability based on high-field MRI data (Neurospin, CEA Saclay, Bâtiment 145, 91191 Gif-sur-Yvette Cedex - France) StructId : 56051

Inria Saclay - Ile de France (1 rue Honoré d'Estienne d'Orves Bâtiment Alan Turing Campus de l'École Polytechnique 91120 Palaiseau - France) StructId : 118511
- Inria - Institut National de Recherche en Informatique et en Automatique (Domaine de Voluceau Rocquencourt - BP 105 78153 Le Chesnay Cedex - France) StructId : 300009
NEUROSPIN - Service NEUROSPIN (France) StructId : 40417
- DRF (CEA) - Direction de Recherche Fondamentale (CEA) : DRF/JOLIOT (Direction de Recherche Fondamentale Fundamental Research Division CEA Saclay 91191 Gif-sur-Yvette - France) StructId : 465913
  - CEA - Commissariat à l'énergie atomique et aux énergies alternatives (Centre de Saclay Centre de Grenoble Centre de Cadarache etc - France) StructId : 300016
- Université Paris-Saclay (Espace Technologique, Bat. Discovery - RD 128 - 2e ét., 91190 Saint-Aubin - France) StructId : 419361

2 CREST - Centre de Recherche en Économie et Statistique (5, Avenue Henry Le Chatelier 91120 Palaiseau - France) StructId : 2579

ENSAI - Ecole Nationale de la Statistique et de l'Analyse de l'Information [Bruz] (Campus de Ker-Lann Rue Blaise Pascal BP 37203 35172 BRUZ cedex - France) StructId : 244399
X - École polytechnique (École polytechnique, 91128 Palaiseau Cedex - France) StructId : 300340
ENSAE Paris - École Nationale de la Statistique et de l'Administration Économique (France) StructId : 300604
CNRS - Centre National de la Recherche Scientifique : UMR 9194 (France) StructId : 441569

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Conference papers

Domain :

Statistics [stat] / Machine Learning [stat.ML]

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https://hal.inria.fr/hal-02292545
Contributor : Meyer Scetbon Connect in order to contact the contributor
Submitted on : Tuesday, October 1, 2019 - 3:23:00 AM
Last modification on : Thursday, July 8, 2021 - 3:49:53 AM

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Meyer Scetbon, Gaël Varoquaux. Comparing distributions: $l1$ geometry improves kernel two-sample testing. NeurIPS 2019 - 33th Conference on Neural Information Processing Systems, Dec 2019, Vancouver, Canada. ⟨hal-02292545v2⟩

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