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researcher

Gavin E. Crooks

5 papers hereh-index 581 citations8 works total

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

author position
  • middle author5

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

fields
  • cs.ET3
  • cond-mat.stat-mech1
  • cs.LG1

identity via Semantic Scholar / OpenAlex

activity
20242026
collaborators
Showing cond-mat.stat-mechShow all

1 paper · 1 filter

cond-mat.stat-mech2024

Thermodynamic Bayesian Inference

Maxwell Aifer, Samuel Duffield, Kaelan Donatella +6

A fully Bayesian treatment of complicated predictive models (such as deep neural networks) would enable rigorous uncertainty quantification and the automation of higher-level tasks…

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