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Randomized latent factor model for high-dimensional and sparse matrices from industrial applications

IEEE/CAA Journal of Automatica Sinica, 2019
Ye Yuan, Xin Luo, Zhigang Liu
exaly  

An Inherently Nonnegative Latent Factor Model for High-Dimensional and Sparse Matrices from Industrial Applications

IEEE Transactions on Industrial Informatics, 2018
Shuai Li, Xin Luo, Mengchu Zhou
exaly  

Sparse Recovery Using Sparse Matrices

Proceedings of the IEEE, 2010
Piotr Indyk, Anna C Gilbert
exaly  

Computational Methods for Sparse Solution of Linear Inverse Problems

Proceedings of the IEEE, 2010
Stephen Wright, Joel Tropp
exaly  

A Nonnegative Latent Factor Model for Large-Scale Sparse Matrices in Recommender Systems via Alternating Direction Method

IEEE Transactions on Neural Networks and Learning Systems, 2016
Shuai Li, Yunni Xia, Xin Luo
exaly  

An Arnoldi code for computing selected eigenvalues of sparse, real, unsymmetric matrices

ACM Transactions on Mathematical Software, 1995
Jennifer Scott, Scottjennifer A
exaly  

2. Sparse Matrices

2011
Yousef Saad
exaly  

Information-Theoretic Limits on Sparse Signal Recovery: Dense versus Sparse Measurement Matrices

IEEE Transactions on Information Theory, 2010
Martin J Wainwright, Kannan Ramchandran
exaly  

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