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researcher

Jonas Beck

5 papers hereh-index 5104 citations11 works total

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

author position
  • first author3
  • middle author2

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

fields
  • cs.LG4
  • q-bio.NC1
same name
  • Jonas Beck — 4 papers, h 2
  • Jonas Beck — 3 papers, h 2

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
20222026
most citedDiffusion Tempering Improves Parameter Estimation with Probabilistic Integrators for Ordinary Differential Equations

2 citations · 4 across the 5 of their papers we have counts for

collaborators
Showing 2022Show all

1 paper · 1 filter

cs.LG2022★ 1 cited

Efficient identification of informative features in simulation-based inference

Jonas Beck, Michael Deistler, Yves Bernaerts +2

Simulation-based Bayesian inference (SBI) can be used to estimate the parameters of complex mechanistic models given observed model outputs without requiring access to explicit lik…

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