Collapsed variational Bayesian inference algorithm for binary probit regression model

被引:0
|
作者
Qing, Xiang-Yun [1 ]
Wang, Xing-Yu [1 ]
Niu, Yu-Gang [1 ]
机构
[1] College of Information Science and Technology, East China University of Science and Technology, Shanghai 200237, China
来源
Kongzhi yu Juece/Control and Decision | 2008年 / 23卷 / 05期
关键词
D O I
暂无
中图分类号
学科分类号
摘要
Probability
引用
收藏
页码:589 / 592
相关论文
共 50 条
  • [1] Stochastic Collapsed Variational Bayesian Inference for Biterm Topic Model
    Awaya, Narutaka
    Kitazono, Jun
    Omori, Toshiaki
    Ozawa, Seiichi
    [J]. 2016 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN), 2016, : 3364 - 3370
  • [2] Variational inference for Bayesian bridge regression
    Zanini C.T.P.
    Migon H.S.
    Dias R.
    [J]. Statistics and Computing, 2024, 34 (1)
  • [3] Collapsed Variational Inference for Nonparametric Bayesian Group Factor Analysis
    Yang, Sikun
    Koeppl, Heinz
    [J]. 2018 IEEE INTERNATIONAL CONFERENCE ON DATA MINING (ICDM), 2018, : 687 - 696
  • [4] Stochastic Collapsed Variational Bayesian Inference for Latent Dirichlet Allocation
    Foulds, James
    Boyles, Levi
    DuBois, Christopher
    Smyth, Padhraic
    Welling, Max
    [J]. 19TH ACM SIGKDD INTERNATIONAL CONFERENCE ON KNOWLEDGE DISCOVERY AND DATA MINING (KDD'13), 2013, : 446 - 454
  • [5] Bayesian inference for semiparametric binary regression
    Newton, MA
    Czado, C
    Chappell, R
    [J]. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 1996, 91 (433) : 142 - 153
  • [6] Variational Bayesian multinomial probit regression with gaussian process priors
    Girolami, Mark
    Rogers, Simon
    [J]. NEURAL COMPUTATION, 2006, 18 (08) : 1790 - 1817
  • [7] Variational inference on a Bayesian adaptive lasso Tobit quantile regression model
    Wang, Zhiqiang
    Wu, Ying
    Cheng, WeiLi
    [J]. STAT, 2023, 12 (01):
  • [8] Variational Bayesian inference for binary image restoration using Ising model
    Jang, Moonsoo
    Chung, Younshik
    [J]. COMMUNICATIONS FOR STATISTICAL APPLICATIONS AND METHODS, 2022, 29 (01) : 707 - 720
  • [9] Variational Inference for Nonparametric Bayesian Quantile Regression
    Abeywardana, Sachinthaka
    Ramos, Fabio
    [J]. PROCEEDINGS OF THE TWENTY-NINTH AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE, 2015, : 1686 - 1692
  • [10] Bayesian skew-probit regression for binary response data
    Bazan, Jorge L.
    Romeo, Jose S.
    Rodrigues, Josemar
    [J]. BRAZILIAN JOURNAL OF PROBABILITY AND STATISTICS, 2014, 28 (04) : 467 - 482