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Non-negative sparse coding

Published in ArXiv.org • Feb 11, 2002
NobleIDNI1P65W38R65S55
Authors:
Patrik O. Hoyer

Abstract

Non-negative sparse coding is a method for decomposing multivariate data into non-negative sparse components. In this paper we briefly describe the motivation behind this type of data representation and its relation to standard sparse coding and non-negative matrix factorization. We then give a simp...

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