Fast sparse multinomial logistic regression and big data parallelism

被引：0
|
作者：
机构：
[1] Zhang, Liping
[2] Du, Meng
[3] Lei, Dajiang
[4] Yu, Wu
来源：
Zhang, Liping (zhanglp@cqupt.edu.cn) | 1600年 / Universidad Central de Venezuela卷 / 55期
关键词：
15;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
引用
收藏
相关论文
共 50 条
  • [1] Confidence intervals for multinomial logistic regression in sparse data
    Bull, Shelley B.
    Lewinger, Juan Pablo
    Lee, Sophia S. F.
    [J]. STATISTICS IN MEDICINE, 2007, 26 (04) : 903 - 918
  • [2] PIANO: A fast parallel iterative algorithm for multinomial and sparse multinomial logistic regression
    Jyothi, R.
    Babu, P.
    [J]. SIGNAL PROCESSING, 2022, 194
  • [3] Sparse multinomial logistic regression: Fast algorithms and generalization bounds
    Krishnapuram, B
    Carin, L
    Figueiredo, MAT
    Hartemink, AJ
    [J]. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2005, 27 (06) : 957 - 968
  • [4] Fast sparse multinomial regression applied to hyperspectral data
    Borges, Janete S.
    Bioucas-Dias, Jose M.
    Marcal, Andre R. S.
    [J]. IMAGE ANALYSIS AND RECOGNITION, PT 2, 2006, 4142 : 700 - 709
  • [5] Scaling Multinomial Logistic Regression via Hybrid Parallelism
    Raman, Parameswaran
    Srinivasan, Sriram
    Matsushima, Shin
    Zhang, Xinhua
    Yun, Hyokun
    Vishwanathan, S. V. N.
    [J]. KDD'19: PROCEEDINGS OF THE 25TH ACM SIGKDD INTERNATIONAL CONFERENCCE ON KNOWLEDGE DISCOVERY AND DATA MINING, 2019, : 1460 - 1470
  • [6] Approximate Sparse Multinomial Logistic Regression for Classification
    Kayabol, Koray
    [J]. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2020, 42 (02) : 490 - 493
  • [7] Distributed Parallel Sparse Multinomial Logistic Regression
    Lei, Dajiang
    Du, Meng
    Chen, Hao
    Li, Zhixing
    Wu, Yu
    [J]. IEEE ACCESS, 2019, 7 : 55496 - 55508
  • [8] Multiclass Classification by Sparse Multinomial Logistic Regression
    Abramovich, Felix
    Grinshtein, Vadim
    Levy, Tomer
    [J]. IEEE TRANSACTIONS ON INFORMATION THEORY, 2021, 67 (07) : 4637 - 4646
  • [9] Extreme Sparse Multinomial Logistic Regression: A Fast and Robust Framework for Hyperspectral Image Classification
    Cao, Faxian
    Yang, Zhijing
    Ren, Jinchang
    Ling, Wing-Kuen
    Zhao, Huimin
    Marshall, Stephen
    [J]. REMOTE SENSING, 2017, 9 (12)
  • [10] Sparse Multinomial Logistic Regression via Approximate Message Passing
    Byrne, Evan
    Schniter, Philip
    [J]. IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2016, 64 (21) : 5485 - 5498
12345