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researcher

Michael Deistler

18 papers hereh-index 141.1k citations32 works total

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

author position
  • first author4
  • middle author13
  • last author1

Across the 18 of 18 papers where every author was matched, so the position is known.

fields
  • cs.LG9
  • stat.ML5
  • q-bio.NC3
  • cs.NE1

identity via Semantic Scholar / OpenAlex

activity
20182026
most citedTruncated proposals for scalable and hassle-free simulation-based inference

25 citations · 57 across the 18 of their papers we have counts for

collaborators
Showing 2023 · stat.MLShow all

1 paper · 2 filters

stat.ML2023

Generalized Bayesian Inference for Scientific Simulators via Amortized Cost Estimation

Richard Gao, Michael Deistler, Jakob H. Macke

Simulation-based inference (SBI) enables amortized Bayesian inference for simulators with implicit likelihoods. But when we are primarily interested in the quality of predictive si…

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