A Forward Approach for Sufficient Dimension Reduction in Binary Classification

被引:0
|
作者
Kang, Jongkyeong [1 ]
Shin, Seung Jun [2 ]
机构
[1] Department of Information Statistics Kangwon National University, Gangwon-do,24341, Korea, Republic of
[2] Department of Statistics Korea University, Seoul,02841, Korea, Republic of
来源
关键词
D O I
暂无
中图分类号
学科分类号
摘要
40
引用
收藏
相关论文
共 50 条
  • [1] A Forward Approach for Sufficient Dimension Reduction in Binary Classification
    Kang, Jongkyeong
    Shin, Seung Jun
    JOURNAL OF MACHINE LEARNING RESEARCH, 2022, 23
  • [2] Probability-Enhanced Sufficient Dimension Reduction for Binary Classification
    Shin, Seung Jun
    Wu, Yichao
    Zhang, Hao Helen
    Liu, Yufeng
    BIOMETRICS, 2014, 70 (03) : 546 - 555
  • [3] Principal weighted logistic regression for sufficient dimension reduction in binary classification
    Boyoung Kim
    Seung Jun Shin
    Journal of the Korean Statistical Society, 2019, 48 : 194 - 206
  • [4] Principal weighted logistic regression for sufficient dimension reduction in binary classification
    Kim, Boyoung
    Shin, Seung Jun
    JOURNAL OF THE KOREAN STATISTICAL SOCIETY, 2019, 48 (02) : 194 - 206
  • [5] Principal weighted support vector machines for sufficient dimension reduction in binary classification
    Shin, Seung Jun
    Wu, Yichao
    Zhang, Hao Helen
    Liu, Yufeng
    BIOMETRIKA, 2017, 104 (01) : 67 - 81
  • [6] On forward sufficient dimension reduction for categorical and ordinal responses
    Quach, Harris
    Li, Bing
    ELECTRONIC JOURNAL OF STATISTICS, 2023, 17 (01): : 980 - 1006
  • [7] A unified approach to sufficient dimension reduction
    Xue, Yuan
    Wang, Qin
    Yin, Xiangrong
    JOURNAL OF STATISTICAL PLANNING AND INFERENCE, 2018, 197 : 168 - 179
  • [8] Sufficient Dimension Reduction for Visual Sequence Classification
    Shyr, Alex
    Urtasun, Raquel
    Jordan, Michael I.
    2010 IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR), 2010, : 3610 - 3617
  • [9] Dimension estimation in sufficient dimension reduction: A unifying approach
    Bura, E.
    Yang, J.
    JOURNAL OF MULTIVARIATE ANALYSIS, 2011, 102 (01) : 130 - 142
  • [10] Functional Sufficient Dimension Reduction for Functional Data Classification
    Wang, Guochang
    Song, Xinyuan
    JOURNAL OF CLASSIFICATION, 2018, 35 (02) : 250 - 272