Distributed Differentially-Private Algorithms for Matrix and Tensor Factorization.

Imtiaz, Hafiz; Sarwate, Anand D

Imtiaz, Hafiz; Sarwate, Anand D.

Afiliação

Imtiaz H; Department of Electrical and Computer Engineering, Rutgers, The State University of New Jersey, Piscataway, NJ 08854 USA. hafiz.imtiaz@rutgers.edu, anand.sarwate@rutgers.edu.
Sarwate AD; Department of Electrical and Computer Engineering, Rutgers, The State University of New Jersey, Piscataway, NJ 08854 USA. hafiz.imtiaz@rutgers.edu, anand.sarwate@rutgers.edu.

IEEE J Sel Top Signal Process ; 12(6): 1449-1464, 2018 Dec.

Article em En | MEDLINE | ID: mdl-31595179

Palavras-chave

Differential privacy; distributed orthogonal tensor decomposition; distributed principal component analysis; latent variable model

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Texto completo: 1 Base de dados: MEDLINE Tipo de estudo: Prognostic_studies Idioma: En Ano de publicação: 2018 Tipo de documento: Article

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Texto completo: 1 Base de dados: MEDLINE Tipo de estudo: Prognostic_studies Idioma: En Ano de publicação: 2018 Tipo de documento: Article