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A Neural Mean Embedding Approach for Back-door and Front-door Adjustment

A Neural Mean Embedding Approach for Back-door and Front-door Adjustment

12 October 2022
Liyuan Xu
Arthur Gretton
    CMLBDL
ArXiv (abs)PDFHTML

Papers citing "A Neural Mean Embedding Approach for Back-door and Front-door Adjustment"

3 / 3 papers shown
Title
On Creating a Causally Grounded Usable Rating Method for Assessing the Robustness of Foundation Models Supporting Time Series
On Creating a Causally Grounded Usable Rating Method for Assessing the Robustness of Foundation Models Supporting Time Series
Kausik Lakkaraju
Rachneet Kaur
Parisa Zehtabi
Sunandita Patra
Siva Likitha Valluru
Zhen Zeng
Biplav Srivastava
Marco Valtorta
AI4TS
118
0
0
17 Feb 2025
Automatic debiasing of neural networks via moment-constrained learning
Automatic debiasing of neural networks via moment-constrained learning
Christian L. Hines
Oliver J. Hines
CMLOOD
158
0
0
29 Sep 2024
High Dimensional Causal Inference with Variational Backdoor Adjustment
High Dimensional Causal Inference with Variational Backdoor Adjustment
Daniel Israel
Aditya Grover
Guy Van den Broeck
CML
56
0
0
09 Oct 2023
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