Investigation on the Use of GPGPU for Fast Sparse Matrix Factorization

Journal of International Council on Electrical Engineering ◽

10.5370/jicee.2011.1.1.116 ◽

2011 ◽

Vol 1 (1) ◽

pp. 116-122 ◽

Author(s):

Y. Tian ◽

B. Zhou ◽

Y.T. Zhang ◽

K.W. Chan

Keyword(s):

Matrix Factorization ◽

Sparse Matrix ◽

Sparse Matrix Factorization

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Fast Sparse Matrix Factorization on Modern Workstations

10.21236/ada326885 ◽

1989 ◽

Author(s):

Edward Rothberg ◽

Anoop Gupta

Keyword(s):

Matrix Factorization ◽

Sparse Matrix ◽

Sparse Matrix Factorization

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BALS: Blocked Alternating Least Squares for Parallel Sparse Matrix Factorization

IEEE Transactions on Parallel and Distributed Systems ◽

10.1109/tpds.2021.3064942 ◽

2021 ◽

pp. 1-1

Author(s):

Jing Chen ◽

Jianbin Fang ◽

Weifeng Liu ◽

Canqun Yang

Keyword(s):

Least Squares ◽

Matrix Factorization ◽

Sparse Matrix ◽

Alternating Least Squares ◽

Sparse Matrix Factorization

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Document Clustering Based on Nonnegative Sparse Matrix Factorization

Lecture Notes in Computer Science - Advances in Natural Computation ◽

10.1007/11539117_80 ◽

2005 ◽

pp. 557-563 ◽

Author(s):

C. F. Yang ◽

Mao Ye ◽

Jing Zhao

Keyword(s):

Matrix Factorization ◽

Sparse Matrix ◽

Document Clustering ◽

Sparse Matrix Factorization

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Sparse Matrix Factorization on SIMD Parallel Computers

Graph Theory and Sparse Matrix Computation - The IMA Volumes in Mathematics and its Applications ◽

10.1007/978-1-4613-8369-7_10 ◽

1993 ◽

pp. 211-228 ◽

Author(s):

Steven G. Kratzer ◽

Andrew J. Cleary

Keyword(s):

Matrix Factorization ◽

Sparse Matrix ◽

Parallel Computers ◽

Sparse Matrix Factorization

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Chinese handwritten writer classification based on affine sparse matrix factorization

Information Technology ◽

10.1201/b18776-34 ◽

2015 ◽

pp. 181-188

Keyword(s):

Matrix Factorization ◽

Sparse Matrix ◽

Sparse Matrix Factorization

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Sparse Matrix Factorization: Dictionary Learning and Beyond

SPARSE MODELING ◽

10.1201/b17758-12 ◽

2018 ◽

pp. 179-195

Author(s):

MISSING-VALUE MISSING-VALUE

Keyword(s):

Dictionary Learning ◽

Matrix Factorization ◽

Sparse Matrix ◽

Sparse Matrix Factorization

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Low-rank and sparse matrix factorization with prior relations for recommender systems

Applied Intelligence ◽

10.1007/s10489-020-02023-5 ◽

2020 ◽

Author(s):

Jie Wang ◽

Li Zhu ◽

Tao Dai ◽

Qiannan Xu ◽

Tianyu Gao

Keyword(s):

Recommender Systems ◽

Matrix Factorization ◽

Sparse Matrix ◽

Low Rank ◽

Sparse Matrix Factorization

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Sparse-spike deconvolution via curvelet transform and sparse-matrix factorization

10.1190/segam2017-17584882.1 ◽

2017 ◽

Author(s):

Zhiqiang Wang ◽

Siyuan Cao ◽

Xiao Pan ◽

Yongxin Li ◽

Hongling Chen

Keyword(s):

Matrix Factorization ◽

Sparse Matrix ◽

Curvelet Transform ◽

Sparse Matrix Factorization

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Fast iterative image reconstruction using sparse matrix factorization with GPU acceleration

10.1117/12.878799 ◽

2011 ◽

Author(s):

Jian Zhou ◽

Jinyi Qi

Keyword(s):

Image Reconstruction ◽

Matrix Factorization ◽

Sparse Matrix ◽

Gpu Acceleration ◽

Iterative Image Reconstruction ◽

Sparse Matrix Factorization

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Sparse Matrix Factorization Using Overlapped Localizing LOGOS Modes on a Shifted Grid

IEEE Transactions on Antennas and Propagation ◽

10.1109/tap.2011.2180312 ◽

2012 ◽

Vol 60 (3) ◽

pp. 1414-1424 ◽

Author(s):

Xin Xu ◽

Robert J. Adams

Keyword(s):

Matrix Factorization ◽

Sparse Matrix ◽

Sparse Matrix Factorization

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