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ICLR 2021 Challenge for Computational Geometry & Topology: Design and Results

hal.structure.identifierStanford University
dc.contributor.authorMIOLANE, Nina
dc.contributor.authorCAORSI, Matteo
hal.structure.identifierEcole Polytechnique Fédérale de Lausanne [EPFL]
dc.contributor.authorLUPO, Umberto
dc.contributor.authorGUERARD, Marius
hal.structure.identifierUniversité Côte d'Azur [UniCA]
hal.structure.identifierE-Patient : Images, données & mOdèles pour la médeciNe numériquE [EPIONE]
dc.contributor.authorGUIGUI, Nicolas
dc.contributor.authorMATHE, Johan
hal.structure.identifierInstitut de Mathématiques de Bordeaux [IMB]
dc.contributor.authorCABANES, Yann
hal.structure.identifierUnderstanding the Shape of Data [DATASHAPE]
dc.contributor.authorREISE, Wojciech
hal.structure.identifierUniversity of Southampton
dc.contributor.authorDAVIES, Thomas
dc.contributor.authorLEITÃO, António
hal.structure.identifierMassachusetts Institute of Technology [MIT]
dc.contributor.authorMOHAPATRA, Somesh
dc.contributor.authorUTPALA, Saiteja
hal.structure.identifierUniversity of California [Santa Barbara] [UC Santa Barbara]
dc.contributor.authorSHAILJA, Shailja
hal.structure.identifierUniversity of Cambridge [UK] [CAM]
dc.contributor.authorCORSO, Gabriele
hal.structure.identifierClemson University
dc.contributor.authorLIU, Guoxi
hal.structure.identifierClemson University
dc.contributor.authorIURICICH, Federico
hal.structure.identifierUniversity of Bucharest [UniBuc]
hal.structure.identifierBitdefender [Bucharest]
dc.contributor.authorMANOLACHE, Andrei
hal.structure.identifierUniversity of Bucharest [UniBuc]
dc.contributor.authorNISTOR, Mihaela
hal.structure.identifierUniversity of Bucharest [UniBuc]
dc.contributor.authorBEJAN, Matei
hal.structure.identifierUniversity of Bucharest [UniBuc]
dc.contributor.authorNICOLICIOIU, Armand Mihai
hal.structure.identifierUniversity of Bucharest [UniBuc]
dc.contributor.authorLUCHIAN, Bogdan-Alexandru
hal.structure.identifierUniversity of Bucharest [UniBuc]
dc.contributor.authorSTUPARIU, Mihai-Sorin
hal.structure.identifierUniversity of British Columbia [UBC]
dc.contributor.authorMICHEL, Florent
hal.structure.identifierUniversity of British Columbia [UBC]
dc.contributor.authorDUC, Khanh Dao
hal.structure.identifierCUNY Graduate Center [The Graduate Center]
dc.contributor.authorABDULRAHMAN, Bilal
hal.structure.identifierVysšaja škola èkonomiki = National Research University Higher School of Economics [Moscow] [HSE]
dc.contributor.authorBEKETOV, Maxim
hal.structure.identifierUniversité Côte d'Azur [UniCA]
hal.structure.identifierE-Patient : Images, données & mOdèles pour la médeciNe numériquE [EPIONE]
hal.structure.identifierCB - Centre Borelli - UMR 9010 [CB]
dc.contributor.authorMAIGNANT, Elodie
hal.structure.identifierUniversity of North Carolina System [UNC]
dc.contributor.authorLIU, Zhiyuan
hal.structure.identifierVysšaja škola èkonomiki = National Research University Higher School of Economics [Moscow] [HSE]
dc.contributor.authorČERNÝ, Marek
hal.structure.identifierMines Paris - PSL (École nationale supérieure des mines de Paris)
dc.contributor.authorBAUW, Martin
hal.structure.identifierMines Paris - PSL (École nationale supérieure des mines de Paris)
dc.contributor.authorVELASCO-FORERO, Santiago
hal.structure.identifierMines Paris - PSL (École nationale supérieure des mines de Paris)
dc.contributor.authorANGULO, Jesus
hal.structure.identifierUniversity of Chicago
dc.contributor.authorLONG, Yanan
dc.date.accessioned2024-04-04T02:43:07Z
dc.date.available2024-04-04T02:43:07Z
dc.identifier.urihttps://oskar-bordeaux.fr/handle/20.500.12278/191306
dc.description.abstractEnThis paper presents the computational challenge on differential geometry and topology that happened within the ICLR 2021 workshop "Geometric and Topological Representation Learning". The competition asked participants to provide creative contributions to the fields of computational geometry and topology through the open-source repositories Geomstats and Giotto-TDA. The challenge attracted 16 teams in its two month duration. This paper describes the design of the challenge and summarizes its main findings.
dc.description.sponsorship3IA Côte d'Azur
dc.language.isoen
dc.title.enICLR 2021 Challenge for Computational Geometry & Topology: Design and Results
dc.typeDocument de travail - Pré-publication
dc.subject.halInformatique [cs]/Géométrie algorithmique [cs.CG]
dc.subject.halMathématiques [math]/Géométrie différentielle [math.DG]
dc.subject.halMathématiques [math]/Topologie générale [math.GN]
dc.identifier.arxiv2108.09810
dc.description.sponsorshipEuropeG-Statistics - Foundations of Geometric Statistics and Their Application in the Life Sciences
bordeaux.hal.laboratoriesInstitut de Mathématiques de Bordeaux (IMB) - UMR 5251*
bordeaux.institutionUniversité de Bordeaux
bordeaux.institutionBordeaux INP
bordeaux.institutionCNRS
hal.identifierhal-03505132
hal.version1
hal.origin.linkhttps://hal.archives-ouvertes.fr//hal-03505132v1
bordeaux.COinSctx_ver=Z39.88-2004&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.au=MIOLANE,%20Nina&CAORSI,%20Matteo&LUPO,%20Umberto&GUERARD,%20Marius&GUIGUI,%20Nicolas&rft.genre=preprint


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