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Evolution and impact of bias in human and machine learning algorithm interaction

Traditionally, machine learning algorithms relied on reliable labels from experts to build predictions. More recently however, algorithms have been receiving data from the general population in the form of labeling, annotations, etc. The result is that algorithms are subject to bias that is born fro...

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Bibliografische gegevens
Gepubliceerd in:PLoS One
Hoofdauteurs: Sun, Wenlong, Nasraoui, Olfa, Shafto, Patrick
Formaat: Artigo
Taal:Inglês
Gepubliceerd in: Public Library of Science 2020
Onderwerpen:
Online toegang:https://ncbi.nlm.nih.gov/pmc/articles/PMC7425868/
https://ncbi.nlm.nih.gov/pubmed/32790666
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0235502
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