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Alternating Least-Squares for Low-Rank Matrix Reconstruction
IEEE Signal Processing Letters
◽
10.1109/lsp.2012.2188026
◽
2012
◽
Vol 19
(4)
◽
pp. 231-234
◽
Cited By ~ 25
Author(s):
Dave Zachariah
◽
Martin Sundin
◽
Magnus Jansson
◽
Saikat Chatterjee
Keyword(s):
Least Squares
◽
Alternating Least Squares
◽
Low Rank
◽
Matrix Reconstruction
◽
Rank Matrix
◽
Low Rank Matrix
Download Full-text
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References
Low-rank Matrix Recovery via Iteratively Reweighted Least Squares Minimization
SIAM Journal on Optimization
◽
10.1137/100811404
◽
2011
◽
Vol 21
(4)
◽
pp. 1614-1640
◽
Cited By ~ 108
Author(s):
Massimo Fornasier
◽
Holger Rauhut
◽
Rachel Ward
Keyword(s):
Least Squares
◽
Low Rank
◽
Iteratively Reweighted Least Squares
◽
Matrix Recovery
◽
Rank Matrix
◽
Low Rank Matrix Recovery
◽
Low Rank Matrix
◽
Least Squares Minimization
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Simultaneously Sparse and Low-Rank Matrix Reconstruction via Nonconvex and Nonseparable Regularization
IEEE Transactions on Signal Processing
◽
10.1109/tsp.2018.2867995
◽
2018
◽
Vol 66
(20)
◽
pp. 5313-5323
◽
Cited By ~ 18
Author(s):
Wei Chen
Keyword(s):
Low Rank
◽
Matrix Reconstruction
◽
Rank Matrix
◽
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Alternating strategies with internal ADMM for low-rank matrix reconstruction
Signal Processing
◽
10.1016/j.sigpro.2015.11.002
◽
2016
◽
Vol 121
◽
pp. 153-159
◽
Cited By ~ 10
Author(s):
Kezhi Li
◽
Martin Sundin
◽
Cristian R. Rojas
◽
Saikat Chatterjee
◽
Magnus Jansson
Keyword(s):
Low Rank
◽
Matrix Reconstruction
◽
Rank Matrix
◽
Low Rank Matrix
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Alternating Iteratively Reweighted Least Squares Minimization for Low-Rank Matrix Factorization
IEEE Transactions on Signal Processing
◽
10.1109/tsp.2018.2883921
◽
2019
◽
Vol 67
(2)
◽
pp. 490-503
◽
Cited By ~ 3
Author(s):
Paris V. Giampouras
◽
Athanasios A. Rontogiannis
◽
Konstantinos D. Koutroumbas
Keyword(s):
Least Squares
◽
Matrix Factorization
◽
Low Rank
◽
Iteratively Reweighted Least Squares
◽
Rank Matrix
◽
Low Rank Matrix
◽
Least Squares Minimization
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Relevance Singular Vector Machine for Low-Rank Matrix Reconstruction
IEEE Transactions on Signal Processing
◽
10.1109/tsp.2016.2597121
◽
2016
◽
Vol 64
(20)
◽
pp. 5327-5339
◽
Cited By ~ 1
Author(s):
Martin Sundin
◽
Cristian R. Rojas
◽
Magnus Jansson
◽
Saikat Chatterjee
Keyword(s):
Singular Vector
◽
Low Rank
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Matrix Reconstruction
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Rank Matrix
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Low Rank Matrix
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Bayesian Cramer-Rao bounds for factorized model based low rank matrix reconstruction
2016 24th European Signal Processing Conference (EUSIPCO)
◽
10.1109/eusipco.2016.7760444
◽
2016
◽
Author(s):
Martin Sundin
◽
Saikat Chatterjee
◽
Magnus Jansson
Keyword(s):
Low Rank
◽
Model Based
◽
Matrix Reconstruction
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Rank Matrix
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Low Rank Matrix
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Convergence and stability of iteratively reweighted least squares for low-rank matrix recovery
Inverse Problems & Imaging
◽
10.3934/ipi.2017030
◽
2017
◽
Vol 11
(4)
◽
pp. 643-661
◽
Cited By ~ 2
Author(s):
Yun Cai
◽
◽
Song Li
◽
Keyword(s):
Least Squares
◽
Low Rank
◽
Iteratively Reweighted Least Squares
◽
Matrix Recovery
◽
Convergence And Stability
◽
Rank Matrix
◽
Low Rank Matrix Recovery
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A Generalized 2-D DOA Estimation Method Based on Low-Rank Matrix Reconstruction
IEEE Access
◽
10.1109/access.2018.2820165
◽
2018
◽
Vol 6
◽
pp. 17407-17414
◽
Cited By ~ 5
Author(s):
Xiyan Tian
◽
Jinhui Lei
◽
Liufeng Du
Keyword(s):
Estimation Method
◽
Doa Estimation
◽
Low Rank
◽
Matrix Reconstruction
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Rank Matrix
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Low Rank Matrix
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Lower Bounds on the Mean-Squared Error of Low-Rank Matrix Reconstruction
IEEE Transactions on Signal Processing
◽
10.1109/tsp.2011.2161471
◽
2011
◽
Vol 59
(10)
◽
pp. 4559-4571
◽
Cited By ~ 18
Author(s):
Gongguo Tang
◽
Arye Nehorai
Keyword(s):
Lower Bounds
◽
Mean Squared Error
◽
Low Rank
◽
Squared Error
◽
Matrix Reconstruction
◽
Rank Matrix
◽
The Mean
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Low Rank Matrix
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Harmonic Mean Iteratively Reweighted Least Squares for low-rank matrix recovery
2017 International Conference on Sampling Theory and Applications (SampTA)
◽
10.1109/sampta.2017.8024466
◽
2017
◽
Cited By ~ 1
Author(s):
Christian Kummerle
◽
Juliane Sigl
Keyword(s):
Least Squares
◽
Harmonic Mean
◽
Low Rank
◽
Iteratively Reweighted Least Squares
◽
Matrix Recovery
◽
Rank Matrix
◽
Low Rank Matrix Recovery
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Low Rank Matrix
Download Full-text
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