ICLR 2022 Challenge for Computational Geometry & Topology: Design and Results
Publikation: Konferencebidrag › Paper › Forskning
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ICLR 2022 Challenge for Computational Geometry & Topology : Design and Results. / Myers, Adele ; Sanborn, Sophia ; Donnat, Claire Donnat; Sommer, Stefan Horst.
2022. Paper præsenteret ved ICLR 2022 Workshop on Geometrical and Topological Representation Learnings - ICLR 2022, Virtual.
Publikation: Konferencebidrag › Paper › Forskning
Harvard
, Virtual, 29/04/2022 - 29/04/2022.
APA
, Virtual.
Vancouver
, Virtual.
Author
Bibtex
}
RIS
TY - CONF
T1 - ICLR 2022 Challenge for Computational Geometry & Topology
T2 - ICLR 2022 Workshop on Geometrical and Topological Representation Learnings - ICLR 2022<br/>
AU - Myers, Adele
AU - Sanborn, Sophia
AU - Donnat, Claire Donnat
AU - Sommer, Stefan Horst
PY - 2022
Y1 - 2022
N2 - This paper presents the computational challenge on differential geometry and topology that was hosted within the ICLR 2022 workshop ``Geometric and Topological Representation Learning". The competition asked participants to provide implementations of machine learning algorithms on manifolds that would respect the API of the open-source software Geomstats (manifold part) and Scikit-Learn (machine learning part) or PyTorch. The challenge attracted seven teams in its two month duration. This paper describes the design of the challenge and summarizes its main findings.
AB - This paper presents the computational challenge on differential geometry and topology that was hosted within the ICLR 2022 workshop ``Geometric and Topological Representation Learning". The competition asked participants to provide implementations of machine learning algorithms on manifolds that would respect the API of the open-source software Geomstats (manifold part) and Scikit-Learn (machine learning part) or PyTorch. The challenge attracted seven teams in its two month duration. This paper describes the design of the challenge and summarizes its main findings.
M3 - Paper
Y2 - 29 April 2022 through 29 April 2022
ER -
ID: 316672675