JSM
2025
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Invited Paper Session
☆
Optimality & Causal Inference
Thu, Aug 7
, 8:30 AM - 10:20 AM
Room CC-101B
Music City Center
Edward Kennedy
Organizer
Edward Kennedy
Chair
IMS
co: Section on Nonparametric Statistics
co: Section on Statistical Learning and Data Science
4 Presentations
Structure-agnostic Optimality of Doubly Robust Learning for Treatment Effect Estimation
8:35 AM - 9:00 AM
Vasilis Syrgkanis
(Stanford University)
Co-authors:
Jikai Jin
(Stanford University)
,
Vasilis Syrgkanis
(Stanford University)
Treatment effect
Structure agnostic lower bounds
The role of covariates in causal effect estimation
9:00 AM - 9:25 AM
Edward Kennedy
causal inference, minimax, fixed design, covariate adjustment
PresentationNN
9:25 AM - 9:50 AM
Jelena Bradic
(University of California, San Diego)
PresentationRR
9:50 AM - 10:15 AM
Rajarshi Mukherjee
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