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Jens Agerberg

3 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 author2

Across the 2 of 3 papers where every author was matched, so the position is known.

fields
  • cs.LG1
  • math.AT1
  • stat.ML1

identity via Semantic Scholar / OpenAlex

activity
20242026
collaborators
Showing math.ATShow all

2 papers · 1 filter

math.AT2026

Choosing the Geometry: valuations, norms, and contours

Jens Agerberg, Wojciech Chachólski, Christina Kapatsori

We develop a general framework for constructing pseudometrics on objects of Abelian categories using valuations, which assign non-negative costs to morphisms. Specializing to finit…

math.AT2024

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…

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