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Supporting Regularized Logistic Regression Privately and Efficiently

As one of the most popular statistical and machine learning models, logistic regression with regularization has found wide adoption in biomedicine, social sciences, information technology, and so on. These domains often involve data of human subjects that are contingent upon strict privacy regulatio...

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Detalles Bibliográficos
Autores principales: Li, Wenfa, Liu, Hongzhe, Yang, Peng, Xie, Wei
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4894560/
https://www.ncbi.nlm.nih.gov/pubmed/27271738
http://dx.doi.org/10.1371/journal.pone.0156479