Causal Inference with Latent Variables: Recent Advances and Future Prospectives
Author:
Affiliation:
1. University of Virginia, Charlottesville, VA, USA
2. Case Western Reserve University, Charlottesville, VA, USA
Funder
The JP Morgan Chase Faculty Research Award
Snap Gift Funding
National Science Foundation
The Cisco Faculty Research Award
The Commonwealth Cyber Initiative Awards
Publisher
ACM
Link
https://dl.acm.org/doi/pdf/10.1145/3637528.3671450
Reference165 articles.
1. A review of uncertainty quantification in deep learning: Techniques, applications and challenges
2. Estimating Conditional Average Treatment Effects
3. Jeffrey M Albert Cuiyu Geng and Suchitra Nelson. 2016. Causal mediation analysis with a latent mediator. Biom. J. (2016).
4. Identification and Estimation of Local Average Treatment Effects
5. Joshua D Angrist, Guido W Imbens, and Donald B Rubin. 1996. Identification of causal effects using instrumental variables. JASA (1996).
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