Alternating projected Barzilai-Borwein methods for Nonnegative Matrix Factorization

被引:0
|
作者
Han, Lixing [1 ]
Neumann, Michael [2 ]
Prasad, Upendra [2 ]
机构
[1] Department of Mathematics, University of Michigan-Flint, Flint, MI 48502, United States
[2] Department of Mathematics, University of Connecticut, Storrs, CT 06269-3009, United States
关键词
D O I
暂无
中图分类号
学科分类号
摘要
引用
收藏
页码:54 / 82
相关论文
共 50 条
  • [1] ALTERNATING PROJECTED BARZILAI-BORWEIN METHODS FOR NONNEGATIVE MATRIX FACTORIZATION
    Han, Lixing
    Neumann, Michael
    Prasad, Upendra
    ELECTRONIC TRANSACTIONS ON NUMERICAL ANALYSIS, 2009, 36 : 54 - 82
  • [2] Quadratic regularization projected Barzilai-Borwein method for nonnegative matrix factorization
    Huang, Yakui
    Liu, Hongwei
    Zhou, Shuisheng
    DATA MINING AND KNOWLEDGE DISCOVERY, 2015, 29 (06) : 1665 - 1684
  • [3] An efficient monotone projected Barzilai-Borwein method for nonnegative matrix factorization
    Huang, Yakui
    Liu, Hongwei
    Zhou, Sha
    APPLIED MATHEMATICS LETTERS, 2015, 45 : 12 - 17
  • [4] An alternating nonmonotone projected Barzilai-Borwein algorithm of nonnegative factorization of big matrices
    Li, Ting
    Tang, Jiayi
    Wan, Zhong
    DATA MINING AND KNOWLEDGE DISCOVERY, 2021, 35 (05) : 1972 - 2008
  • [5] An efficient nonmonotone projected Barzilai-Borwein method for nonnegative matrix factorization with extrapolation
    Li, Jicheng
    Li, Wenbo
    Liu, Xuenian
    INTERNATIONAL JOURNAL OF COMPUTER MATHEMATICS, 2021, 98 (01) : 11 - 27
  • [6] An Adaptive Nonmonotone Projected Barzilai-Borwein Gradient Method with Active Set Prediction for Nonnegative Matrix Factorization
    Li, Jicheng
    Li, Wenbo
    Liu, Xuenian
    NUMERICAL MATHEMATICS-THEORY METHODS AND APPLICATIONS, 2020, 13 (02): : 516 - 538
  • [7] Quadratic regularization projected Barzilai–Borwein method for nonnegative matrix factorization
    Yakui Huang
    Hongwei Liu
    Shuisheng Zhou
    Data Mining and Knowledge Discovery, 2015, 29 : 1665 - 1684
  • [8] An alternating nonmonotone projected Barzilai–Borwein algorithm of nonnegative factorization of big matrices
    Ting Li
    Jiayi Tang
    Zhong Wan
    Data Mining and Knowledge Discovery, 2021, 35 : 1972 - 2008
  • [9] Modified nonmonotonic projection Barzilai-Borwein gradient method for nonnegative matrix factorization
    Xu, Xiaoping
    Liu, Jinxuan
    Li, Wenbo
    Xu, Yuhan
    Li, Fuxiao
    AIMS MATHEMATICS, 2024, 9 (08): : 22067 - 22090
  • [10] On the rate of convergence of projected Barzilai-Borwein methods
    Huang, Yakui
    Liu, Hongwei
    OPTIMIZATION METHODS & SOFTWARE, 2015, 30 (04): : 880 - 892