A consistent and flexible framework for deep matrix factorizations
Author:
Publisher
Elsevier BV
Subject
Artificial Intelligence,Computer Vision and Pattern Recognition,Signal Processing,Software
Reference45 articles.
1. Learning the parts of objects by non-negative matrix factorization;Lee;Nature,1999
2. A direct formulation for sparse PCA using semidefinite programming;d’Aspremont;Adv Neural Inf Process Syst,2004
3. Sparse principal component analysis;Zou;J. Comput. Graph. Stat.,2006
4. Dictionary identificationsparse matrix-factorization via ℓ1-minimization;Gribonval;IEEE Trans. Inf. Theory,2010
5. Nonnegative matrix factorization for signal and data analytics: identifiability, algorithms, and applications;Fu;IEEE Signal Process. Mag.,2019
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