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researcher

S. Barthelmé

15 papers hereh-index 16899 citations48 works total

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

author position
  • sole author1
  • first author4
  • middle author7
  • last author3

Across the 15 of 15 papers where every author was matched, so the position is known.

fields
  • stat.CO5
  • cs.DM2
  • stat.ML2
  • cs.LG1
  • eess.SP1
  • math.NA1

identity via Semantic Scholar / OpenAlex

activity
20102022
most citedGraph Tikhonov Regularization and Interpolation via Random Spanning Forests

20 citations · 76 across the 13 of their papers we have counts for

collaborators
Showing 2016Show all

1 paper · 1 filter

stat.CO2016★ 13 cited

Bounding errors of Expectation-Propagation

Guillaume P Dehaene, Simon Barthelmé

Expectation Propagation is a very popular algorithm for variational inference, but comes with few theoretical guarantees. In this article, we prove that the approximation errors ma…

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