A high-performance parallel algorithm for nonnegative matrix factorization

Proceedings of the 21st ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming - PPoPP '16 ◽

10.1145/2851141.2851152 ◽

2016 ◽

Author(s):

Ramakrishnan Kannan ◽

Grey Ballard ◽

Haesun Park

Keyword(s):

Parallel Algorithm ◽

Matrix Factorization ◽

High Performance ◽

Nonnegative Matrix Factorization ◽

Nonnegative Matrix

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A high-performance parallel algorithm for nonnegative matrix factorization

ACM SIGPLAN Notices ◽

10.1145/3016078.2851152 ◽

2016 ◽

Vol 51 (8) ◽

pp. 1-11 ◽

Author(s):

Ramakrishnan Kannan ◽

Grey Ballard ◽

Haesun Park

Keyword(s):

Parallel Algorithm ◽

Matrix Factorization ◽

High Performance ◽

Nonnegative Matrix Factorization ◽

Nonnegative Matrix

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A Parallel Algorithm for Nonnegative Matrix Factorization based on Newton Iteration

Artificial Intelligence and Applications / 794: Modelling, Identification and Control / 795: Parallel and Distributed Computing and Networks / 796: Software Engineering / 792: Web-based Education ◽

10.2316/p.2013.795-020 ◽

2013 ◽

Author(s):

Markus Flatz ◽

Marián Vajteršic

Keyword(s):

Parallel Algorithm ◽

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Nonnegative Matrix ◽

Newton Iteration

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Transductive nonnegative matrix factorization for semi-supervised high-performance speech separation

2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) ◽

10.1109/icassp.2014.6854057 ◽

2014 ◽

Author(s):

Naiyang Guan ◽

Long Lan ◽

Dacheng Tao ◽

Zhigang Luo ◽

Xuejun Yang

Keyword(s):

Matrix Factorization ◽

High Performance ◽

Nonnegative Matrix Factorization ◽

Nonnegative Matrix ◽

Speech Separation

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Nonnegative Matrix Factorization and Document Classification

10.15368/theses.2015.110 ◽

2015 ◽

Author(s):

Stephen Calabrese

Keyword(s):

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Nonnegative Matrix ◽

Document Classification

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Hyperspectral Unmixing with Rare Endmembers via Minimax Nonnegative Matrix Factorization

2020 28th European Signal Processing Conference (EUSIPCO) ◽

10.23919/eusipco47968.2020.9287456 ◽

2021 ◽

Author(s):

Timothy Marrinan ◽

Nicolas Gillis

Keyword(s):

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Nonnegative Matrix ◽

Hyperspectral Unmixing

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Group Nonnegative Matrix Factorization with Sparse Regularization in Multi-set Data

2020 28th European Signal Processing Conference (EUSIPCO) ◽

10.23919/eusipco47968.2020.9287756 ◽

2021 ◽

Author(s):

Xiulin Wang ◽

Wenya Liu ◽

Fengyu Cong ◽

Tapani Ristaniemi

Keyword(s):

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Nonnegative Matrix ◽

Sparse Regularization

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A new method on class-of-interest oriented spectral unmixing based on nonnegative matrix factorization

Remote Sensing and Smart City ◽

10.2495/rssc140401 ◽

2014 ◽

Author(s):

L.G. Wang ◽

Z.J. Zhao ◽

S.Y. Hao

Keyword(s):

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Nonnegative Matrix ◽

Spectral Unmixing ◽

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Weighted Nonnegative Matrix Factorization for Image Inpainting and Clustering

International Journal of Computational Intelligence Systems ◽

10.2991/ijcis.d.200527.003 ◽

2020 ◽

Author(s):

Xiangguang Dai ◽

Nian Zhang ◽

Keke Zhang ◽

Jiang Xiong

Keyword(s):

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Nonnegative Matrix ◽

Image Inpainting

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Local Sparsity Based Online Dictionary Learning for Environment-Adaptive Speech Enhancement with Nonnegative Matrix Factorization

10.21437/interspeech.2016-586 ◽

2016 ◽

Author(s):

Kwang Myung Jeon ◽

Hong Kook Kim

Keyword(s):

Speech Enhancement ◽

Dictionary Learning ◽

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Nonnegative Matrix ◽

Online Dictionary Learning

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Nonnegative Matrix Factorization: An Analytical and Interpretive Tool in Computational Biology

PLoS Computational Biology ◽

10.1371/journal.pcbi.1000029 ◽

2008 ◽

Vol 4 (7) ◽

pp. e1000029 ◽

Author(s):

Karthik Devarajan

Keyword(s):

Computational Biology ◽

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Nonnegative Matrix

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