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Hybrid projective nonnegative matrix factorization based on α-divergence and the alternating least squares algorithm
Applied Mathematics and Computation
◽
10.1016/j.amc.2019.124825
◽
2020
◽
Vol 369
◽
pp. 124825
Author(s):
Melisew Tefera Belachew
◽
Nicoletta Del Buono
Keyword(s):
Least Squares
◽
Matrix Factorization
◽
Nonnegative Matrix Factorization
◽
Nonnegative Matrix
◽
Alternating Least Squares
◽
Alternating Least Squares Algorithm
◽
Least Squares Algorithm
Download Full-text
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References
Element-Wise Alternating Least Squares Algorithm for Nonnegative Matrix Factorization on One-Hot Encoded Data
Communications in Computer and Information Science - Neural Information Processing
◽
10.1007/978-3-030-63823-8_40
◽
2020
◽
pp. 342-350
Author(s):
Zhuo Wu
◽
Tsuyoshi Migita
◽
Norikazu Takahashi
Keyword(s):
Least Squares
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◽
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Parallelization of the Hierarchical Alternating Least Squares Algorithm for Nonnegative Matrix Factorization
2018 IEEE 4th International Forum on Research and Technology for Society and Industry (RTSI)
◽
10.1109/rtsi.2018.8548361
◽
2018
◽
Cited By ~ 1
Author(s):
Markus Flatz
◽
Rade Kutil
◽
Marian Vajtersic
Keyword(s):
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◽
Matrix Factorization
◽
Nonnegative Matrix Factorization
◽
Nonnegative Matrix
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Alternating Least Squares
◽
Alternating Least Squares Algorithm
◽
Least Squares Algorithm
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Novel Alternating Least Squares Algorithm for Nonnegative Matrix and Tensor Factorizations
Neural Information Processing. Theory and Algorithms - Lecture Notes in Computer Science
◽
10.1007/978-3-642-17537-4_33
◽
2010
◽
pp. 262-269
◽
Cited By ~ 3
Author(s):
Anh Huy Phan
◽
Andrzej Cichocki
◽
Rafal Zdunek
◽
Thanh Vu Dinh
Keyword(s):
Least Squares
◽
Nonnegative Matrix
◽
Alternating Least Squares
◽
Alternating Least Squares Algorithm
◽
Least Squares Algorithm
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Tensor Factorizations
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Regularized Active Set Least Squares Algorithm for Nonnegative Matrix Factorization in Application to Raman Spectra Separation
Advances in Computational Intelligence - Lecture Notes in Computer Science
◽
10.1007/978-3-642-21498-1_62
◽
2011
◽
pp. 492-499
◽
Cited By ~ 3
Author(s):
Rafal Zdunek
Keyword(s):
Least Squares
◽
Raman Spectra
◽
Matrix Factorization
◽
Nonnegative Matrix Factorization
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Nonnegative Matrix
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Active Set
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Least Squares Algorithm
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clMF: A fine-grained and portable alternating least squares algorithm for parallel matrix factorization
Future Generation Computer Systems
◽
10.1016/j.future.2018.04.071
◽
2020
◽
Vol 108
◽
pp. 1192-1205
◽
Cited By ~ 6
Author(s):
Jing Chen
◽
Jianbin Fang
◽
Weifeng Liu
◽
Tao Tang
◽
Canqun Yang
Keyword(s):
Least Squares
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Matrix Factorization
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Alternating Least Squares
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Fine Grained
◽
Alternating Least Squares Algorithm
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Least Squares Algorithm
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A constrained alternating least squares nonnegative matrix factorization algorithm enhances task-related neuronal activity detection from single subject's fMRI data
2011 International Conference on Machine Learning and Cybernetics
◽
10.1109/icmlc.2011.6016680
◽
2011
◽
Cited By ~ 2
Author(s):
Xiaoyu Ding
◽
Jong-Hwan Lee
◽
Seong-Whan Lee
Keyword(s):
Least Squares
◽
Neuronal Activity
◽
Matrix Factorization
◽
Nonnegative Matrix Factorization
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Nonnegative Matrix
◽
Alternating Least Squares
◽
Fmri Data
◽
Activity Detection
◽
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Distributed geometric nonnegative matrix factorization and hierarchical alternating least squares-based nonnegative tensor factorization with the MapReduce paradigm
Concurrency and Computation Practice and Experience
◽
10.1002/cpe.4473
◽
2018
◽
Vol 30
(17)
◽
pp. e4473
◽
Cited By ~ 4
Author(s):
Rafał Zdunek
◽
Krzysztof Fonał
Keyword(s):
Least Squares
◽
Matrix Factorization
◽
Nonnegative Matrix Factorization
◽
Nonnegative Matrix
◽
Alternating Least Squares
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Tensor Factorization
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Nonnegative Tensor
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Mapreduce Paradigm
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An alternating least-squares algorithm for approximate joint diagonalization and its application to blind source separation
2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
◽
10.1109/icassp.2014.6853970
◽
2014
◽
Cited By ~ 1
Author(s):
Shinya Saito
◽
Kunio Oishi
◽
Toshihiro Furukawa
Keyword(s):
Least Squares
◽
Blind Source Separation
◽
Source Separation
◽
Alternating Least Squares
◽
Joint Diagonalization
◽
Alternating Least Squares Algorithm
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Least Squares Algorithm
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An efficient alternating least-squares algorithm to perform multidimensional unfolding
Psychometrika
◽
10.1007/bf02293982
◽
1986
◽
Vol 51
(2)
◽
pp. 241-250
◽
Cited By ~ 23
Author(s):
Michael J. Greenacre
◽
Michael W. Browne
Keyword(s):
Least Squares
◽
Alternating Least Squares
◽
Multidimensional Unfolding
◽
Alternating Least Squares Algorithm
◽
Least Squares Algorithm
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Partitioned Hierarchical alternating least squares algorithm for CP tensor decomposition
2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
◽
10.1109/icassp.2017.7952615
◽
2017
◽
Author(s):
Anh-Huy Phan
◽
Petr Tichavsky
◽
Andrzej Cichocki
Keyword(s):
Least Squares
◽
Tensor Decomposition
◽
Alternating Least Squares
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Alternating Least Squares Algorithm
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Least Squares Algorithm
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