On the Complexity of Sparse Label Propagation

This paper investigates the computational complexity of sparse label propagation which has been proposed recently for processing network-structured data. Sparse label propagation amounts to a convex optimization problem and might be considered as an extension of basis pursuit from sparse vectors to...

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Bibliographic Details
Main Author: Alexander Jung
Format: Article
Language:English
Published: Frontiers Media S.A. 2018-07-01
Series:Frontiers in Applied Mathematics and Statistics
Subjects:
Online Access:https://www.frontiersin.org/article/10.3389/fams.2018.00022/full