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N. Chopin

33 papers hereh-index 2810.3k citations135 works total

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

author position
  • sole author1
  • first author10
  • middle author10
  • last author12

Across the 33 of 33 papers where every author was matched, so the position is known.

fields
  • stat.CO20
  • stat.ML4
  • math.PR2
  • math.ST2
  • stat.ME2
  • astro-ph.CO1
same name
  • N. Chopin — 5 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
20052026
most citedOn the properties of variational approximations of Gibbs posteriors

76 citations · 149 across the 23 of their papers we have counts for

collaborators
Showing 2015 · stat.MLShow all

1 paper · 2 filters

stat.ML2015★ 76 cited

On the properties of variational approximations of Gibbs posteriors

Pierre Alquier, James Ridgway, Nicolas Chopin

The PAC-Bayesian approach is a powerful set of techniques to derive non- asymptotic risk bounds for random estimators. The corresponding optimal distribution of estimators, usually…

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