Stable Analysis of Compressive Principal Component Pursuit

Compressive principal component pursuit (CPCP) recovers a target matrix that is a superposition of low-complexity structures from a small set of linear measurements. Pervious works mainly focus on the analysis of the existence and uniqueness. In this paper, we address its stability. We prove that th...

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Bibliographic Details
Main Authors: Qingshan You, Qun Wan
Format: Article
Language:English
Published: MDPI AG 2017-02-01
Series:Algorithms
Subjects:
Online Access:http://www.mdpi.com/1999-4893/10/1/29