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researcher

Joeri Hermans

8 papers hereh-index 9661 citations15 works total

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

author position
  • first author5
  • middle author3

Across the 8 of 8 papers where every author was matched, so the position is known.

fields
  • stat.ML4
  • astro-ph.CO1
  • astro-ph.GA1
  • cs.DC1
  • cs.LG1

identity via Semantic Scholar / OpenAlex

activity
20172022
most citedMining for Dark Matter Substructure: Inferring subhalo population properties from strong lenses with machine learning

78 citations · 189 across the 7 of their papers we have counts for

collaborators
Showing 2022Show all

1 paper · 1 filter

stat.ML2022★ 10 cited

Towards Reliable Simulation-Based Inference with Balanced Neural Ratio Estimation

Arnaud Delaunoy, Joeri Hermans, François Rozet +2

Modern approaches for simulation-based inference rely upon deep learning surrogates to enable approximate inference with computer simulators. In practice, the estimated posteriors'…

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