Causal Matrix Completion

被引:0
|
作者
Agarwal, Anish [1 ]
Dahleh, Munther [2 ]
Shah, Devavrat [2 ]
Shen, Dennis [3 ]
机构
[1] Columbia Univ, New York, NY USA
[2] MIT, Cambridge, MA USA
[3] USC, Los Angeles, CA USA
关键词
missing not at random data; causal inference; panel data; recommendation systems; INFERENCE;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
引用
收藏
页数:6
相关论文
共 50 条
  • [1] Matrix Completion Methods for Causal Panel Data Models
    Athey, Susan
    Bayati, Mohsen
    Doudchenko, Nikolay
    Imbens, Guido
    Khosravi, Khashayar
    JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 2021, 116 (536) : 1716 - 1730
  • [2] Bayesian Matrix Completion Approach to Causal Inference with Panel Data
    Tanaka, Masahiro
    JOURNAL OF STATISTICAL THEORY AND PRACTICE, 2021, 15 (02)
  • [3] Bayesian Matrix Completion Approach to Causal Inference with Panel Data
    Masahiro Tanaka
    Journal of Statistical Theory and Practice, 2021, 15
  • [4] Matrix Completion When Missing Is Not at Random and Its Applications in Causal Panel Data Models
    Choi, Jungjun
    Yuan, Ming
    JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 2024,
  • [5] Completion of the Causal Completability Problem
    Marczyk, Michal
    Wronski, Leszek
    BRITISH JOURNAL FOR THE PHILOSOPHY OF SCIENCE, 2015, 66 (02): : 307 - 326
  • [6] The path topology and the causal completion
    Kim, Do-Hyung
    JOURNAL OF MATHEMATICAL PHYSICS, 2006, 47 (07)
  • [7] Network Completion: Beyond Matrix Completion
    Tran, Cong
    Shin, Won-Yong
    35TH INTERNATIONAL CONFERENCE ON INFORMATION NETWORKING (ICOIN 2021), 2021, : 667 - 670
  • [8] Fast Exact Matrix Completion: A Unified Optimization Framework for Matrix Completion
    Bertsimas, Dimitris
    Li, Michael Lingzhi
    JOURNAL OF MACHINE LEARNING RESEARCH, 2020, 21
  • [9] Recent Progress On The Causal Completion Of Spacetimes
    Flores, Jose L.
    GEOMETRY AND PHYSICS, 2009, 1130 : 60 - 70
  • [10] Matrix Completion Problems
    Cravo, Gloria
    LINEAR ALGEBRA AND ITS APPLICATIONS, 2009, 430 (8-9) : 2511 - 2540