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Katrien Antonio

3 papers hereh-index 226 citations3 works total

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

author position
  • middle author2
  • last author1

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

fields
  • cs.LG1
  • q-fin.RM1
  • stat.AP1
same name
  • Katrien Antonio — 15 papers, h 22
  • Katrien Antonio — 3 papers, h 5

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20232025
most citedNeural networks for insurance pricing with frequency and severity data: a benchmark study from data preprocessing to technical tariff

7 citations · 9 across the 3 of their papers we have counts for

collaborators
Showing 2025Show all

1 paper · 1 filter

q-fin.RM2025★ 1 cited

A multi-view contrastive learning framework for spatial embeddings in risk modelling

Freek Holvoet, Christopher Blier-Wong, Katrien Antonio

Incorporating spatial information, particularly when related to climate, weather, and demographic factors, is crucial for improving underwriting precision and enhancing risk manage…

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