On the dimension of Bayesian networks with latent variables

被引：0
|
作者：
Stafeev, SV
机构：
来源：
PROBABILISTIC METHODS IN DISCRETE MATHEMATICS | 2002年
关键词：
D O I：
暂无
中图分类号：
O1 [数学];
学科分类号：
0701 ; 070101 ;
摘要：
A criterion for determination of the dimension of Bayesian networks with latent variables is suggested.
引用
收藏
页码：367 / 370
页数：4
相关论文
共 50 条
  • [1] Networks as mediating variables: a Bayesian latent space approach
    Chiara Di Maria
    Antonino Abbruzzo
    Gianfranco Lovison
    Statistical Methods & Applications, 2022, 31 : 1015 - 1035
  • [2] Networks as mediating variables: a Bayesian latent space approach
    Di Maria, Chiara
    Abbruzzo, Antonino
    Lovison, Gianfranco
    STATISTICAL METHODS AND APPLICATIONS, 2022, 31 (04): : 1015 - 1035
  • [3] A variational approximation for Bayesian networks with discrete and continuous latent variables
    Murphy, KP
    UNCERTAINTY IN ARTIFICIAL INTELLIGENCE, PROCEEDINGS, 1999, : 457 - 466
  • [4] Construction and Evaluation of Bayesian Networks with Expert-Defined Latent Variables
    de Waal, Alta
    Koen, Hildegarde
    de Villiers, Pieter
    Roodt, Henk
    Moorosi, Nyalleng
    Pavlin, Gregor
    2016 19TH INTERNATIONAL CONFERENCE ON INFORMATION FUSION (FUSION), 2016, : 774 - 781
  • [5] Predicting Comorbidities using Resampling and Dynamic Bayesian Networks with Latent Variables
    Yousefi, Leila
    Saachi, Lucia
    Bellazzi, Riccardo
    Chiovato, Luca
    Tucker, Allan
    2017 IEEE 30TH INTERNATIONAL SYMPOSIUM ON COMPUTER-BASED MEDICAL SYSTEMS (CBMS), 2017, : 205 - 206
  • [6] Discrete Latent Variables Discovery and Structure Learning in Mixed Bayesian Networks
    Peled, Aviv
    Fine, Shai
    20TH IEEE INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND APPLICATIONS (ICMLA 2021), 2021, : 248 - 255
  • [7] Transdimensional approximate Bayesian computation for inference on invasive species models with latent variables of unknown dimension
    Chkrebtii, Oksana A.
    Cameron, Erin K.
    Campbell, David A.
    Bayne, Erin M.
    COMPUTATIONAL STATISTICS & DATA ANALYSIS, 2015, 86 : 97 - 110
  • [8] Considerations for Fitting Dynamic Bayesian Networks With Latent Variables: A Monte Carlo Study
    Reichenberg, Ray E.
    Levy, Roy
    Clark, Adam
    APPLIED PSYCHOLOGICAL MEASUREMENT, 2022, 46 (02) : 116 - 135
  • [9] Discrete mixtures in Bayesian networks with hidden variables: a latent time budget example
    Croft, J
    Smith, JQ
    COMPUTATIONAL STATISTICS & DATA ANALYSIS, 2003, 41 (3-4) : 539 - 547
  • [10] Mitigating the Effects of Non-Identifiability on Inference for Bayesian Neural Networks with Latent Variables
    Yacoby, Yaniv
    Pan, Weiwei
    Doshi-Velez, Finale
    Journal of Machine Learning Research, 2022, 23
12345