ICLR 2021 Challenge for Computational Geometry & Topology: Design and Results
Computational Geometry
2021-08-27 v2 Differential Geometry
General Topology
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.
Keywords
Cite
@article{arxiv.2108.09810,
title = {ICLR 2021 Challenge for Computational Geometry & Topology: Design and Results},
author = {Nina Miolane and Matteo Caorsi and Umberto Lupo and Marius Guerard and Nicolas Guigui and Johan Mathe and Yann Cabanes and Wojciech Reise and Thomas Davies and António Leitão and Somesh Mohapatra and Saiteja Utpala and Shailja Shailja and Gabriele Corso and Guoxi Liu and Federico Iuricich and Andrei Manolache and Mihaela Nistor and Matei Bejan and Armand Mihai Nicolicioiu and Bogdan-Alexandru Luchian and Mihai-Sorin Stupariu and Florent Michel and Khanh Dao Duc and Bilal Abdulrahman and Maxim Beketov and Elodie Maignant and Zhiyuan Liu and Marek Černý and Martin Bauw and Santiago Velasco-Forero and Jesus Angulo and Yanan Long},
journal= {arXiv preprint arXiv:2108.09810},
year = {2021}
}