Structure learning of undirected graphical models for count data

被引:0
|
作者
Hue, Nguyen Thi Kim [1 ]
Chiogna, Monica [2 ]
机构
[1] Department of Statistical Sciences, University of Padova, Via C. Battisti, 241, Padova,35121, Italy
[2] Department of Statistical Sciences, Paolo Fortunati University of Bologna, Via Belle Arti 41, Bologna,40126, Italy
关键词
36;
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] Structure Learning of Undirected Graphical Models for Count Data
    Hue, Nguyen Thi Kim
    Chiogna, Monica
    [J]. JOURNAL OF MACHINE LEARNING RESEARCH, 2021, 22
  • [2] Differentially Private Learning of Undirected Graphical Models Using Collective Graphical Models
    Bernstein, Garrett
    McKenna, Ryan
    Sun, Tao
    Sheldon, Daniel
    Hay, Michael
    Miklau, Gerome
    [J]. INTERNATIONAL CONFERENCE ON MACHINE LEARNING, VOL 70, 2017, 70
  • [3] Neural Variational Inference and Learning in Undirected Graphical Models
    Kuleshov, Volodymyr
    Ermon, Stefano
    [J]. ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 30 (NIPS 2017), 2017, 30
  • [4] A conditional independence algorithm for learning undirected graphical models
    Borgelt, Christian
    [J]. JOURNAL OF COMPUTER AND SYSTEM SCIENCES, 2010, 76 (01) : 21 - 33
  • [5] The minimax learning rates of normal and Ising undirected graphical models
    Devroye, Luc
    Mehrabian, Abbas
    Reddad, Tommy
    [J]. ELECTRONIC JOURNAL OF STATISTICS, 2020, 14 (01): : 2338 - 2361
  • [6] Learning undirected graphical models using persistent sequential Monte Carlo
    Xiong, Hanchen
    Szedmak, Sandor
    Piater, Justus
    [J]. MACHINE LEARNING, 2016, 103 (02) : 239 - 260
  • [7] Learning undirected graphical models using persistent sequential Monte Carlo
    Hanchen Xiong
    Sandor Szedmak
    Justus Piater
    [J]. Machine Learning, 2016, 103 : 239 - 260
  • [8] VARIATIONS ON UNDIRECTED GRAPHICAL MODELS AND THEIR RELATIONSHIPS
    Heckerman, David
    Meek, Christopher
    Richardson, Thomas
    [J]. KYBERNETIKA, 2014, 50 (03) : 363 - 377
  • [9] Adaptive Noisy Data Augmentation for Regularized Construction of Undirected Graphical Models
    Li, Yinan
    Liu, Fang
    Liu, Xiao
    [J]. 2021 IEEE 8TH INTERNATIONAL CONFERENCE ON DATA SCIENCE AND ADVANCED ANALYTICS (DSAA), 2021,
  • [10] High-dimensional undirected graphical models for arbitrary mixed data
    Goebler, Konstantin
    Drton, Mathias
    Mukherjee, Sach
    Miloschewski, Anne
    [J]. ELECTRONIC JOURNAL OF STATISTICS, 2024, 18 (01): : 2339 - 2404