Joint Estimation and Inference for Data Integration Problems based on Multiple Multi-layered Gaussian Graphical Models

被引：0
|
作者：
Majumdar, Subhabrata [1 ]
Michailidis, George [2 ]
机构：
[1] University of Florida, Informatics Institute, Gainesville,FL,32611, United States
[2] Department of Statistics and Computer and Information Science and Engineering, University of Florida, Gainesville,FL,32611, United States
来源：
Journal of Machine Learning Research | 2022年 / 23卷
关键词：
Data integration;
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] Causal inference for community-based multi-layered intervention study
    Wu, Pan
    Gunzler, Douglas
    Lu, Naiji
    Chen, Tian
    Wymen, Peter
    Tu, Xin M.
    STATISTICS IN MEDICINE, 2014, 33 (22) : 3905 - 3918
  • [42] Node-based learning of multiple Gaussian graphical models
    Mohan, Karthik
    London, Palma
    Fazel, Maryam
    Witten, Daniela
    Lee, Su-In
    Journal of Machine Learning Research, 2014, 15 : 445 - 488
  • [43] Node-Based Learning of Multiple Gaussian Graphical Models
    Mohan, Karthik
    London, Palma
    Fazei, Maryan
    Witten, Daniela
    Lee, Su-In
    JOURNAL OF MACHINE LEARNING RESEARCH, 2014, 15 : 445 - 488
  • [44] NJGCG: A node-based joint Gaussian copula graphical model for gene networks inference across multiple states
    Huang, Yun
    Huang, Sen
    Zhang, Xiao-Fei
    Ou-Yang, Le
    Liu, Chen
    COMPUTATIONAL AND STRUCTURAL BIOTECHNOLOGY JOURNAL, 2024, 23 : 3199 - 3210
  • [45] Blind Joint Channel Estimation and Data Detection for Precoded Multi-Layered Space-Frequency MIMO Schemes
    Freitas, Walter C., Jr.
    de Almeida, Andre L. F.
    da Costa, Joao Paulo C. L.
    CIRCUITS SYSTEMS AND SIGNAL PROCESSING, 2014, 33 (04) : 1215 - 1229
  • [46] Inference Attacks on Genomic Data Based on Probabilistic Graphical Models
    Zaobo He
    Junxiu Zhou
    Big Data Mining and Analytics, 2020, (03) : 225 - 233
  • [47] Blind Joint Channel Estimation and Data Detection for Precoded Multi-Layered Space-Frequency MIMO Schemes
    Walter C. Freitas
    André L. F. de Almeida
    João Paulo C. L. da Costa
    Circuits, Systems, and Signal Processing, 2014, 33 : 1215 - 1229
  • [48] The Log-Shift Penalty for Adaptive Estimation of Multiple Gaussian Graphical Models
    Zhu, Yuancheng
    Barber, Rina Foygel
    ARTIFICIAL INTELLIGENCE AND STATISTICS, VOL 38, 2015, 38 : 1153 - 1161
  • [49] Inference Attacks on Genomic Data Based on Probabilistic Graphical Models
    He, Zaobo
    Zhou, Junxiu
    BIG DATA MINING AND ANALYTICS, 2020, 3 (03) : 225 - 233
  • [50] CEL-based integration policy for critical multi-layered applications
    Pomiers, P
    IV'2002: IEEE INTELLIGENT VEHICLE SYMPOSIUM, PROCEEDINGS, 2002, : 489 - 494
12345