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Machine unlearning: linear filtration for logit-based classifiers

Recently enacted legislation grants individuals certain rights to decide in what fashion their personal data may be used and in particular a “right to be forgotten”. This poses a challenge to machine learning: how to proceed when an individual retracts permission to use data which has been part of t...

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Detalles Bibliográficos
Autores principales: Baumhauer, Thomas, Schöttle, Pascal, Zeppelzauer, Matthias
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer US 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9477916/
https://www.ncbi.nlm.nih.gov/pubmed/36124289
http://dx.doi.org/10.1007/s10994-022-06178-9