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Laboratoire Informatique d'Avignon

France

1 paper here
fields
  • cs.LG1
ROR 02n399288OpenAlex

affiliations via OpenAlex

researchers with a paper here
  • J. Bonastre1 · h 38
  • Miquel Perell'o-Nieto1 · h 1
  • Paul-Gauthier No'e1 · h 2
  • P. Flach1 · h 3
collaborating institutions
  • University of BristolGB1 paper

1 paper

cs.LG2026

Explaining a probabilistic prediction on the simplex with Shapley compositions

Paul-Gauthier Noé, Miquel Perelló-Nieto, Jean-François Bonastre +1

Originating in game theory, Shapley values are widely used for explaining a machine learning model's prediction by quantifying the contribution of each feature's value to the predi…

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