Rayid Ghani

Carnegie Mellon University Pittsburgh, Pennsylvania

CMU Machine Learning

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Publication activitypapers/week, last 8 weeks

Research focus

Constitutional AI & AI Ethics (1)Scalable Oversight & Alignment Theory (1)

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John P. Sundberg (1)Eli Ben-Michael (1)Edward H. Kennedy (1)

Papers (1)

Jul 15, 2026

CMU MLJul 15, 2026

Learning Who to Treat When Treatment is Missing

Missing treatment data can lead to biased policy estimates, but leveraging partially-observed units with MAR estimators offers a more efficient and valid approach.

John P. Sundberg, Rayid Ghani, Eli Ben-Michael +1

Constitutional AI & AI Ethics Scalable Oversight & Alignment Theory

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Rayid Ghani

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)