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Subgroup Invariant Perturbation for Unbiased Pre-Trained Model Prediction

Modern deep learning systems have achieved unparalleled success and several applications have significantly benefited due to these technological advancements. However, these systems have also shown vulnerabilities with strong implications on the fairness and trustability of such systems. Among these...

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Detalles Bibliográficos
Autores principales: Majumdar, Puspita, Chhabra, Saheb, Singh, Richa, Vatsa, Mayank
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7931871/
https://www.ncbi.nlm.nih.gov/pubmed/33693421
http://dx.doi.org/10.3389/fdata.2020.590296