FLAN: feature-wise latent additive neural models for biological applications

MOTIVATION: Interpretability has become a necessary feature for machine learning models deployed in critical scenarios, e.g. legal system, healthcare. In these situations, algorithmic decisions may have (potentially negative) long-lasting effects on the end-user affected by the decision. While deep...

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Detalles Bibliográficos
Autores principales: Nguyen, An-Phi, Vasilaki, Stefania, Martínez, María Rodríguez
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2023
Materias:
Problem Solving Protocol
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10199769/
https://www.ncbi.nlm.nih.gov/pubmed/37031956
http://dx.doi.org/10.1093/bib/bbad056

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10199769/
https://www.ncbi.nlm.nih.gov/pubmed/37031956
http://dx.doi.org/10.1093/bib/bbad056

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