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Conditional Instrumental Variable Regression with Representation
  Learning for Causal Inference

Conditional Instrumental Variable Regression with Representation Learning for Causal Inference

3 October 2023
Debo Cheng
Ziqi Xu
Jiuyong Li
Lin Liu
Jixue Liu
T. Le
    CML
ArXivPDFHTML

Papers citing "Conditional Instrumental Variable Regression with Representation Learning for Causal Inference"

3 / 3 papers shown
Title
Leaning Time-Varying Instruments for Identifying Causal Effects in
  Time-Series Data
Leaning Time-Varying Instruments for Identifying Causal Effects in Time-Series Data
Debo Cheng
Ziqi Xu
Jiuyong Li
Lin Liu
T. Le
Xudong Guo
Shichao Zhang
CML
69
0
0
26 Nov 2024
Data-driven Conditional Instrumental Variables for Debiasing Recommender
  Systems
Data-driven Conditional Instrumental Variables for Debiasing Recommender Systems
Zhirong Huang
Shichao Zhang
Debo Cheng
Jiuyong Li
Lin Liu
Guangquan Lu
CML
28
0
0
19 Aug 2024
Instrumental Variables in Causal Inference and Machine Learning: A
  Survey
Instrumental Variables in Causal Inference and Machine Learning: A Survey
Anpeng Wu
Kun Kuang
Ruoxuan Xiong
Fei Wu
SyDa
CML
25
6
0
12 Dec 2022
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