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One-shot Distributed Algorithm for Generalized Eigenvalue Problem

Published in arXiv (Cornell University) • Oct 22, 2020
NobleIDNI6P50W39R73S71
Authors:
Kexin Lv
,
Fan He
,
Xiaolin Huang

Abstract

Nowadays, more and more datasets are stored in a distributed way for the sake of memory storage or data privacy. The generalized eigenvalue problem (GEP) plays a vital role in a large family of high-dimensional statistical models. However, the existing distributed method for eigenvalue decomposition...

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