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P. Chainais

31 papers hereh-index 211.4k citations103 works total

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

author position
  • first author2
  • middle author10
  • last author15

Across the 27 of 31 papers where every author was matched, so the position is known.

fields
  • stat.ML10
  • stat.ME8
  • astro-ph.GA5
  • eess.SP2
  • astro-ph1
  • astro-ph.IM1
same name
  • P. Chainais — 13 papers, h 3

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
20082024
most citedSplit-and-augmented Gibbs sampler - Application to large-scale inference problems

58 citations · 304 across the 27 of their papers we have counts for

collaborators
Showing 2017 · stat.MLShow all

1 paper · 2 filters

stat.ML2017★ 5 cited

Bayesian nonparametric Principal Component Analysis

Clément Elvira, Pierre Chainais, Nicolas Dobigeon

Principal component analysis (PCA) is very popular to perform dimension reduction. The selection of the number of significant components is essential but often based on some practi…

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