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researcher

J. Chiquet

19 papers hereh-index 223.4k citations73 works total

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

author position
  • first author6
  • middle author10
  • last author3

Across the 19 of 19 papers where every author was matched, so the position is known.

fields
  • stat.ME11
  • stat.AP3
  • stat.CO2
  • math.PR1
  • math.ST1
  • stat.ML1

identity via Semantic Scholar / OpenAlex

activity
20082025
most citedInferring sparse Gaussian graphical models with latent structure

34 citations · 150 across the 18 of their papers we have counts for

collaborators
Showing math.PRShow all

1 paper · 1 filter

math.PR2022★ 3 cited

A Probabilistic Graph Coupling View of Dimension Reduction

Hugues Van Assel, Thibault Espinasse, Julien Chiquet +1

Most popular dimension reduction (DR) methods like t-SNE and UMAP are based on minimizing a cost between input and latent pairwise similarities. Though widely used, these approache…

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