Online but accurate inference for latent variable models with local Gibbs sampling

被引:0
|
作者
机构
[1] Dupuy, Christophe
[2] Bach, Francis
来源
| 1600年 / Microtome Publishing卷 / 18期
关键词
Inference engines;
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
  • [41] Efficient Collapsed Gibbs Sampling For Latent Dirichlet Allocation
    Xiao, Han
    Stibor, Thomas
    PROCEEDINGS OF 2ND ASIAN CONFERENCE ON MACHINE LEARNING (ACML2010), 2010, 13 : 63 - 78
  • [42] Generalised Gaussian Process Latent Variable Models (GPLVM) with Stochastic Variational Inference
    Lalchand, Vidhi
    Ravuri, Aditya
    Lawrence, Neil D.
    INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE AND STATISTICS, VOL 151, 2022, 151
  • [43] Partially collapsed Gibbs sampling for latent Dirichlet allocation
    Park, Hongju
    Park, Taeyoung
    Lee, Yung-Seop
    EXPERT SYSTEMS WITH APPLICATIONS, 2019, 131 : 208 - 218
  • [44] Bayesian Multimodel Inference by RJMCMC: A Gibbs Sampling Approach
    Barker, Richard J.
    Link, William A.
    AMERICAN STATISTICIAN, 2013, 67 (03): : 150 - 156
  • [45] Mean-field variational approximate Bayesian inference for latent variable models
    Consonni, Guido
    Marin, Jean-Michel
    COMPUTATIONAL STATISTICS & DATA ANALYSIS, 2007, 52 (02) : 790 - 798
  • [46] Inference for dynamic and latent variable models via iterated, perturbed Bayes maps
    Ionides, Edward L.
    Dao Nguyen
    Atchade, Yves
    Stoev, Stilian
    King, Aaron A.
    PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2015, 112 (03) : 719 - 724
  • [47] Latent variable models
    Bishop, CM
    LEARNING IN GRAPHICAL MODELS, 1998, 89 : 371 - 403
  • [48] Latent variable and latent structure models
    von Eye, A
    CONTEMPORARY PSYCHOLOGY-APA REVIEW OF BOOKS, 2004, 49 (02): : 204 - 204
  • [49] Latent variable and latent structure models
    Bunting, B
    BRITISH JOURNAL OF MATHEMATICAL & STATISTICAL PSYCHOLOGY, 2003, 56 : 184 - 185
  • [50] Efficient direct sampling MCEM algorithm for latent variable models with binary responses
    An, Xinming
    Bentler, Peter M.
    COMPUTATIONAL STATISTICS & DATA ANALYSIS, 2012, 56 (02) : 231 - 244