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researcher

Michael C. Abbott

24 papers hereh-index 16757 citations33 works total

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

author position
  • sole author2
  • first author20
  • middle author2

Across the 24 of 24 papers where every author was matched, so the position is known.

fields
  • hep-th20
  • cond-mat.stat-mech2
  • physics.data-an1
  • stat.OT1

identity via Semantic Scholar / OpenAlex

activity
20062022
most citedMaximizing the information learned from finite data selects a simple model

60 citations · 504 across the 24 of their papers we have counts for

collaborators
Showing 2022Show all

1 paper · 1 filter

stat.OT2022★ 5 cited

Far from Asymptopia

Michael C. Abbott, Benjamin B. Machta

Inference from limited data requires a notion of measure on parameter space, most explicit in the Bayesian framework as a prior. Here we demonstrate that Jeffreys prior, the best-k…

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