Research on the fast algorithm for hierarchic least squares of non-negative matrix factorization

被引:0
|
作者
Xin, Huang [1 ]
机构
[1] Dehong Teachers' College, Department of Computer Science and Technology, Yunnan 678400, China
关键词
D O I
10.4156/jcit.vol7.issue11.45
中图分类号
学科分类号
摘要
引用
收藏
页码:359 / 368
相关论文
共 50 条
  • [1] Solving non-negative matrix factorization by alternating least squares with a modified strategy
    Hongwei Liu
    Xiangli Li
    Xiuyun Zheng
    Data Mining and Knowledge Discovery, 2013, 26 : 435 - 451
  • [2] Solving non-negative matrix factorization by alternating least squares with a modified strategy
    Liu, Hongwei
    Li, Xiangli
    Zheng, Xiuyun
    DATA MINING AND KNOWLEDGE DISCOVERY, 2013, 26 (03) : 435 - 451
  • [3] A Fast Scale-Invariant Algorithm for Non-negative Least Squares with Non-negative Data
    Diakonikolas, Jelena
    Li, Chenghui
    Padmanabhan, Swati
    Song, Chaobing
    ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 35 (NEURIPS 2022), 2022,
  • [4] Regularized alternating least squares algorithms for non-negative matrix/tensor factorization
    Cichocki, Andrzej
    Zdunek, Rafal
    ADVANCES IN NEURAL NETWORKS - ISNN 2007, PT 3, PROCEEDINGS, 2007, 4493 : 793 - +
  • [5] FAST NON-NEGATIVE ORTHOGONAL LEAST SQUARES
    Yaghoobi, Mehrdad
    Davies, Mike E.
    2015 23RD EUROPEAN SIGNAL PROCESSING CONFERENCE (EUSIPCO), 2015, : 479 - 483
  • [6] A unified framework for sparse non-negative least squares using multiplicative updates and the non-negative matrix factorization problem
    Fedorov, Igor
    Nalci, Alican
    Giri, Ritwik
    Rao, Bhaskar D.
    Nguyen, Truong Q.
    Garudadri, Harinath
    SIGNAL PROCESSING, 2018, 146 : 79 - 91
  • [7] A Fast Distributed Non-Negative Matrix Factorization Algorithm Based on DSGD
    Gao, Yan
    Zhou, Lingjun
    Chen, Baifan
    Xing, Xiaobing
    INTERNATIONAL JOURNAL OF DISTRIBUTED SYSTEMS AND TECHNOLOGIES, 2018, 9 (03) : 24 - 38
  • [8] Novel Algorithm for Non-Negative Matrix Factorization
    Tran Dang Hien
    Do Van Tuan
    Pham Van At
    Le Hung Son
    NEW MATHEMATICS AND NATURAL COMPUTATION, 2015, 11 (02) : 121 - 133
  • [9] Hierarchical alternating nonlinear least squares for non-negative matrix factorization using rational functions
    Hautecoeur, Cecile
    Glineur, Francois
    De Lathauwer, Lieven
    29TH EUROPEAN SIGNAL PROCESSING CONFERENCE (EUSIPCO 2021), 2021, : 1045 - 1049
  • [10] Monitor Ionizing Radiation-Induced Cellular Responses with Raman Spectroscopy, Non-Negative Matrix Factorization, and Non-Negative Least Squares
    Deng, Xinchen
    Ali-Adeeb, Ramie
    Andrews, Jeffrey L.
    Shreeves, Phillip
    Lum, Julian J.
    Brolo, Alexandre
    Jirasek, Andrew
    APPLIED SPECTROSCOPY, 2020, 74 (06) : 701 - 711