Variational Inference in high-dimensional linear regression

被引:0
|
作者
Mukherjee, Sumit [1 ]
Sen, Subhabrata [2 ]
机构
[1] Department of Statistics, Columbia University, New York,NY,10027, United States
[2] Department of Statistics, Harvard University, Cambridge,MA,02138, United States
关键词
D O I
暂无
中图分类号
学科分类号
摘要
67
引用
收藏
相关论文
共 50 条
  • [1] Variational Inference in high-dimensional linear regression
    Mukherjee, Sumit
    Sen, Subhabrata
    [J]. JOURNAL OF MACHINE LEARNING RESEARCH, 2022, 23
  • [2] Variational Bayesian Inference in High-Dimensional Linear Mixed Models
    Yi, Jieyi
    Tang, Niansheng
    [J]. MATHEMATICS, 2022, 10 (03)
  • [3] On inference in high-dimensional regression
    Battey, Heather S.
    Reid, Nancy
    [J]. JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY, 2023, 85 (01) : 149 - 175
  • [4] Variational Bayes for High-Dimensional Linear Regression With Sparse Priors
    Ray, Kolyan
    Szabo, Botond
    [J]. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 2022, 117 (539) : 1270 - 1281
  • [5] Introduction to variational Bayes for high-dimensional linear and logistic regression models
    Jang, Insong
    Lee, Kyoungjae
    [J]. KOREAN JOURNAL OF APPLIED STATISTICS, 2022, 35 (03) : 445 - 455
  • [6] Bayesian inference for high-dimensional linear regression under mnet priors
    Tan, Aixin
    Huang, Jian
    [J]. CANADIAN JOURNAL OF STATISTICS-REVUE CANADIENNE DE STATISTIQUE, 2016, 44 (02): : 180 - 197
  • [7] Implicit Variational Inference for High-Dimensional Posteriors
    Uppal, Anshuk
    Stensbo-Smidt, Kristoffer
    Boomsma, Wouter
    Frellsen, Jes
    [J]. ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 36 (NEURIPS 2023), 2023,
  • [8] Challenges and Opportunities in High-dimensional Variational Inference
    Dhaka, Akash Kumar
    Catalina, Alejandro
    Welandawe, Manushi
    Andersen, Michael Riis
    Huggins, Jonathan H.
    Vehtari, Aki
    [J]. ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 34 (NEURIPS 2021), 2021, 34
  • [9] Inference for High-Dimensional Censored Quantile Regression
    Fei, Zhe
    Zheng, Qi
    Hong, Hyokyoung G.
    Li, Yi
    [J]. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 2023, 118 (542) : 898 - 912
  • [10] Inference for high-dimensional instrumental variables regression
    Gold, David
    Lederer, Johannes
    Tao, Jing
    [J]. JOURNAL OF ECONOMETRICS, 2020, 217 (01) : 79 - 111