JSM2026
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Invited Paper Session

Causal Inference vs. Causal AI

Thu, Aug 6, 10:30 AM - 12:20 PM Room CC-258C Thomas M. Menino Convention & Exhibition Center
Booil JoOrganizerKosuke ImaiOrganizerElizabeth StuartChair
Health Policy Statistics Section co: Mental Health Statistics Sectionco: Section on Statistics in Epidemiology Applied

3 Presentations

Causal Inference at a Crossroads: What Role Should AI/ML Play?
10:35 AM - 11:00 AM
Michael Baiocchi (Stanford University)
Entanglement: A Multiresolution Bridge Between Correlation and Causation
11:25 AM - 11:50 AM
Kai Zhang (UNC Chapel Hill)
Learning Treatment Representations for Downstream Instrumental Variable Regression
11:00 AM - 11:25 AM
Vasilis Syrgkanis (Stanford University)
Co-authors: Shiangyi Lin (Stanford University), Hui Lan (Stanford University), Vasilis Syrgkanis (Stanford University)

Discussant

Xiao-Li Meng (Harvard University)
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