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20222026
most citedTopoX: A Suite of Python Packages for Machine Learning on Topological Domains

2 citations · 3 across the 5 of their papers we have counts for

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Showing 2023Show all

2 papers · 1 filter

cs.LG2023

ICML 2023 Topological Deep Learning Challenge : Design and Results

Mathilde Papillon, Mustafa Hajij, Helen Jenne +53

This paper presents the computational challenge on topological deep learning that was hosted within the ICML 2023 Workshop on Topology and Geometry in Machine Learning. The competi…

math.AT2023

Algebraic Wasserstein distances and stable homological invariants of data

Jens Agerberg, Andrea Guidolin, Isaac Ren +1

Distances have a ubiquitous role in persistent homology, from the direct comparison of homological representations of data to the definition and optimization of invariants. In this…