Perspectives on incorporating expert feedback into model updates

Machine learning (ML) practitioners are increasingly tasked with developing models that are aligned with non-technical experts’ values and goals. However, there has been insufficient consideration of how practitioners should translate domain expertise into ML updates. In this review, we consider how...

Descripción completa

Detalles Bibliográficos
Autores principales: Chen, Valerie, Bhatt, Umang, Heidari, Hoda, Weller, Adrian, Talwalkar, Ameet
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2023
Materias:
Review
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10382980/
https://www.ncbi.nlm.nih.gov/pubmed/37521050
http://dx.doi.org/10.1016/j.patter.2023.100780

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10382980/
https://www.ncbi.nlm.nih.gov/pubmed/37521050
http://dx.doi.org/10.1016/j.patter.2023.100780

Ejemplares similares