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researcher

A. Lachapelle

3 papers hereh-index 8943 citations15 works total

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

author position
  • first author1
  • last author2

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.LG1
  • math.OC1
  • math.PR1
same name
  • A. Lachapelle — 2 papers, h 2

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
20102020
most citedX-SHAP: towards multiplicative explainability of Machine Learning

5 citations · 7 across the 3 of their papers we have counts for

collaborators
Showing cs.LGShow all

1 paper · 1 filter

cs.LG2020★ 5 cited

X-SHAP: towards multiplicative explainability of Machine Learning

Luisa Bouneder, Yannick Léo, Aimé Lachapelle

This paper introduces X-SHAP, a model-agnostic method that assesses multiplicative contributions of variables for both local and global predictions. This method theoretically and o…

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