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G. Marrelec

2 papers hereh-index 210 citations9 works total

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author position
  • first author2

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • stat.ML2
same name
  • G. Marrelec — 9 papers, h 30

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

most citedInferring the finest pattern of mutual independence from data

1 citations · 1 across the 2 of their papers we have counts for

collaborators

2 papers

stat.ML2024

An inferential measure of dependence between two systems using Bayesian model comparison

Guillaume Marrelec, Alain Giron

We propose to quantify dependence between two systems X and Y in a dataset D based on the Bayesian comparison of two models: one, H0​, of statistical independence and anoth…

stat.ML2023★ 1 cited

Inferring the finest pattern of mutual independence from data

G. Marrelec, A. Giron

For a random variable X, we are interested in the blind extraction of its finest mutual independence pattern μ(X). We introduce a specific kind of independence that we call d…

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