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
  • [41] Variational inference and sparsity in high-dimensional deep Gaussian mixture models
    Kock, Lucas
    Klein, Nadja
    Nott, David J.
    [J]. STATISTICS AND COMPUTING, 2022, 32 (05)
  • [42] High-dimensional linear regression via implicit regularization
    Zhao, Peng
    Yang, Yun
    He, Qiao-Chu
    [J]. BIOMETRIKA, 2022, 109 (04) : 1033 - 1046
  • [43] New approach to Bayesian high-dimensional linear regression
    Jalali, Shirin
    Maleki, Arian
    [J]. INFORMATION AND INFERENCE-A JOURNAL OF THE IMA, 2018, 7 (04) : 605 - 655
  • [44] A Model Selection Criterion for High-Dimensional Linear Regression
    Owrang, Arash
    Jansson, Magnus
    [J]. IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2018, 66 (13) : 3436 - 3446
  • [45] Consistent group selection in high-dimensional linear regression
    Wei, Fengrong
    Huang, Jian
    [J]. BERNOULLI, 2010, 16 (04) : 1369 - 1384
  • [46] Unified Transfer Learning in High-Dimensional Linear Regression
    Liu, Shuo Shuo
    [J]. INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE AND STATISTICS, VOL 238, 2024, 238
  • [47] PENALIZED LINEAR REGRESSION WITH HIGH-DIMENSIONAL PAIRWISE SCREENING
    Gong, Siliang
    Zhang, Kai
    Liu, Yufeng
    [J]. STATISTICA SINICA, 2021, 31 (01) : 391 - 420
  • [48] Spline-Lasso in High-Dimensional Linear Regression
    Guo, Jianhua
    Hu, Jianchang
    Jing, Bing-Yi
    Zhang, Zhen
    [J]. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 2016, 111 (513) : 288 - 297
  • [49] CANONICAL THRESHOLDING FOR NONSPARSE HIGH-DIMENSIONAL LINEAR REGRESSION
    Silin, Igor
    Fan, Jianqing
    [J]. ANNALS OF STATISTICS, 2022, 50 (01): : 460 - 486
  • [50] Robust Estimation of High-Dimensional Linear Regression With Changepoints
    Cui, Xiaolong
    Geng, Haoyu
    Wang, Zhaojun
    Zou, Changliang
    [J]. IEEE Transactions on Information Theory, 2024, 70 (10) : 7297 - 7319