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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...
Autores principales: | Chen, Valerie, Bhatt, Umang, Heidari, Hoda, Weller, Adrian, Talwalkar, Ameet |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2023
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Materias: | |
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 |
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