2 citations · 2 across the 2 of their papers we have counts for
2 papers
cs.LG2024★ 2 cited
ICML Topological Deep Learning Challenge 2024: Beyond the Graph Domain
Guillermo Bernárdez, Lev Telyatnikov, Marco Montagna +70
This paper describes the 2nd edition of the ICML Topological Deep Learning Challenge that was hosted within the ICML 2024 ELLIS Workshop on Geometry-grounded Representation Learnin…
cs.LG2022
Isometric Representations in Neural Networks Improve Robustness
Kosio Beshkov, Jonas Verhellen, Mikkel Elle Lepperød
Artificial and biological agents cannon learn given completely random and unstructured data. The structure of data is encoded in the metric relationships between data points. In th…