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Antoine Villié

Orcid: 0000-0002-6704-6316

According to our database1, Antoine Villié authored at least 3 papers between 2023 and 2025.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of five.

Timeline

Legend:

Book  In proceedings  Article  PhD thesis  Dataset  Other 

Links

On csauthors.net:

Bibliography

2025
Early prediction of vasopressor initiation in ICU sepsis patients using an interpretable EHR-based ML model.
[BibTeX]
[DOI]
Lucas Duval
,
Antoine Villié
,
Fei Zheng
,
Gabriel Terraz
,
Sophie Blein
,
Esther Duperchy
,
Martin Everett
,
Johan Frieling
,
Jean-François Llitjos
,
Maxime Bodinier
BMC Medical Informatics Decis. Mak., December, 2025

2023
Uncertainty quantification of explicability for Machine Learning : post-selection inference over interpretable biological features. (Quantifier l'incertitude de l'explicabilité en apprentissage automatique : inférence postsélection sur des caractéristiques biologiques interprétables).
[BibTeX]
[DOI]
Antoine Villié
PhD thesis, 2023

Neural Networks beyond explainability: Selective inference for sequence motifs.
[BibTeX]
[DOI]
Antoine Villié
,
Philippe Veber
,
Yohann de Castro
,
Laurent Jacob
Trans. Mach. Learn. Res., 2023


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