Semi-supervised learning via sparse model

被引:0
|
作者
Wang, Yu [1 ,2 ]
Tang, Sheng [1 ]
Zheng, Yan-Tao [3 ]
Zhang, Yong-Dong [1 ]
Li, Jin-Tao [1 ]
机构
[1] Institute of Computing Technology, Chinese Academy of Sciences, Beijing 100190, China
[2] Graduate University of Chinese Academy of Sciences, Beijing 100190, China
[3] Institute for Infocomm Research, A STAR, Singapore 138632, Singapore
关键词
Cluster structure - Low-dimensional manifolds - Manifold structures - Semi-supervised learning (SSL) - Sparse modeling - Sparse representation - Structured dictionary - Structured dictionary learning;
D O I
暂无
中图分类号
学科分类号
摘要
引用
收藏
页码:124 / 131
相关论文
共 50 条
  • [1] Semi-supervised learning via sparse model
    Wang, Yu
    Tang, Sheng
    Zheng, Yan-Tao
    Zhang, Yong-Dong
    Li, Jin-Tao
    NEUROCOMPUTING, 2014, 131 : 124 - 131
  • [2] Probabilistic Semi-Supervised Learning via Sparse Graph Structure Learning
    Wang, Li
    Chan, Raymond
    Zeng, Tieyong
    IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 32 (02) : 853 - 867
  • [3] Semi-Supervised Learning via Geodesic Weighted Sparse Representation
    Wang, Jianqiao
    Li, Yuehua
    Chen, Jianfei
    Li, Yuanjiang
    IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS, 2014, E97D (06): : 1673 - 1676
  • [4] Semi-Supervised Dictionary Learning via Structural Sparse Preserving
    Wang, Di
    Zhang, Xiaoqin
    Fan, Mingyu
    Ye, Xiuzi
    THIRTIETH AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE, 2016, : 2137 - 2144
  • [5] Semi-supervised learning by sparse representation
    Yan, Shuicheng
    Wang, Huan
    Society for Industrial and Applied Mathematics - 9th SIAM International Conference on Data Mining 2009, Proceedings in Applied Mathematics, 2009, 2 : 788 - 797
  • [6] Semi-supervised learning via constraints
    Pan, Wei
    Shen, Xiaotong
    PREDICTION AND DISCOVERY, 2007, 443 : 193 - 204
  • [7] Semi-supervised dictionary learning via local sparse constraints for violence detection
    Zhang, Tao
    Jia, Wenjing
    Gong, Chen
    Sun, Jun
    Song, Xiaoning
    PATTERN RECOGNITION LETTERS, 2018, 107 : 98 - 104
  • [8] Noise-robust semi-supervised learning via fast sparse coding
    Lu, Zhiwu
    Wang, Liwei
    PATTERN RECOGNITION, 2015, 48 (02) : 605 - 612
  • [9] Nonnegative Sparse Coding for Discriminative Semi-supervised Learning
    He, Ran
    Zheng, Wei-Shi
    Hu, Bao-Gang
    Kong, Xiang-Wei
    2011 IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR), 2011,
  • [10] Nonnegative Sparse and KNN graph for semi-supervised learning
    Zhang, Yunbin
    Zhang, Chunmei
    Zhou, Qianqi
    PROCEEDINGS OF THE 2ND INTERNATIONAL CONFERENCE ON ADVANCES IN MECHANICAL ENGINEERING AND INDUSTRIAL INFORMATICS (AMEII 2016), 2016, 73 : 1178 - 1182