Encrypted accelerated least squares regression

Information that is stored in an encrypted format is, by definition, usually not amenable to statistical analysis or machine learning methods. In this paper we present detailed analysis of coordinate and accelerated gradient descent algorithms which are capable of fitting least squares and penalised...

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Bibliographic Details
Main Authors: Esperança, P, Aslett, L, Holmes, C
Other Authors: Singh, A
Format: Journal article
Published: Journal of Machine Learning Research 2017