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

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Nina Miolane
  • Function : Author
Matteo Caorsi
  • Function : Author
Marius Guerard
  • Function : Author
Johan Mathe
  • Function : Author
António Leitão
  • Function : Author
Saiteja Utpala
  • Function : Author
Guoxi Liu
  • Function : Author
Yanan Long
  • Function : Author

Abstract

This 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.

Dates and versions

hal-03505132 , version 1 (30-12-2021)

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Nina Miolane, Matteo Caorsi, Umberto Lupo, Marius Guerard, Nicolas Guigui, et al.. ICLR 2021 Challenge for Computational Geometry & Topology: Design and Results. 2021. ⟨hal-03505132⟩
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