Principled selection of hyperparameters in the latent dirichlet allocation model

被引：0
|
作者：
机构：
[1] George, Clint P.
[2] Doss, Hani
来源：
| 2018年 / Microtome Publishing卷 / 18期
关键词：
Bayesian networks - Inference engines - Markov processes - Statistics - Maximum likelihood estimation;
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
  • [31] Parallel Latent Dirichlet Allocation on GPUs
    Moon, Gordon E.
    Nisa, Israt
    Sukumaran-Rajam, Aravind
    Bandyopadhyay, Bortik
    Parthasarathy, Srinivasan
    Sadayappan, P.
    COMPUTATIONAL SCIENCE - ICCS 2018, PT II, 2018, 10861 : 259 - 272
  • [32] Selecting Priors for Latent Dirichlet Allocation
    Syed, Shaheen
    Spruit, Marco
    2018 IEEE 12TH INTERNATIONAL CONFERENCE ON SEMANTIC COMPUTING (ICSC), 2018, : 194 - 202
  • [33] Crowd labeling latent Dirichlet allocation
    Luca Pion-Tonachini
    Scott Makeig
    Ken Kreutz-Delgado
    Knowledge and Information Systems, 2017, 53 : 749 - 765
  • [34] Latent IBP Compound Dirichlet Allocation
    Archambeau, Cedric
    Lakshminarayanan, Balaji
    Bouchard, Guillaume
    IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2015, 37 (02) : 321 - 333
  • [35] Slow mixing for Latent Dirichlet Allocation
    Jonasson, Johan
    STATISTICS & PROBABILITY LETTERS, 2017, 129 : 96 - 100
  • [36] INFERENCE IN SUPERVISED LATENT DIRICHLET ALLOCATION
    Lakshminarayanan, Balaji
    Raich, Raviv
    2011 IEEE INTERNATIONAL WORKSHOP ON MACHINE LEARNING FOR SIGNAL PROCESSING (MLSP), 2011,
  • [37] Labeled Phrase Latent Dirichlet Allocation
    Tang, Yi-Kun
    Mao, Xian-Ling
    Huang, Heyan
    WEB INFORMATION SYSTEMS ENGINEERING - WISE 2016, PT I, 2016, 10041 : 525 - 536
  • [38] Bibliometric Analysis of Latent Dirichlet Allocation
    Garg, Mohit
    Rangra, Priya
    DESIDOC JOURNAL OF LIBRARY & INFORMATION TECHNOLOGY, 2022, 42 (02): : 105 - 113
  • [39] A Spectral Algorithm for Latent Dirichlet Allocation
    Anandkumar, Anima
    Foster, Dean P.
    Hsu, Daniel
    Kakade, Sham M.
    Liu, Yi-Kai
    ALGORITHMICA, 2015, 72 (01) : 193 - 214
  • [40] A Spectral Algorithm for Latent Dirichlet Allocation
    Anima Anandkumar
    Dean P. Foster
    Daniel Hsu
    Sham M. Kakade
    Yi-Kai Liu
    Algorithmica, 2015, 72 : 193 - 214
12345