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researcher

James Ridgway

9 papers hereh-index 8596 citations16 works total

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

author position
  • sole author2
  • first author2
  • middle author3
  • last author2

Across the 9 of 9 papers where every author was matched, so the position is known.

fields
  • math.ST3
  • stat.CO3
  • stat.ML2
  • cs.MM1

identity via Semantic Scholar / OpenAlex

activity
20142017
most citedOn the properties of variational approximations of Gibbs posteriors

76 citations · 156 across the 8 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.