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Jens Agerberg

6 papers hereh-index 4125 citations12 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author4
  • middle author1

Across the 5 of 6 papers where every author was matched, so the position is known.

fields
  • math.AT3
  • cs.LG2
  • stat.ML1

identity via Semantic Scholar / OpenAlex

activity
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

collaborators
Showing stat.MLShow all

1 paper · 1 filter

stat.ML2025

Certifying Robustness via Topological Representations

Jens Agerberg, Andrea Guidolin, Andrea Martinelli +3

We propose a neural network architecture that can learn discriminative geometric representations of data from persistence diagrams, common descriptors of Topological Data Analysis.…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.