JSM2025
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Invited Paper Session

Conformal inference and statistical testing for reliable deployment of AI/ML models

Sun, Aug 3, 2:00 PM - 3:50 PM Room CC-105B Music City Center
Ying JinOrganizerJunu LeeChair
IMS co: Section on Statistical Learning and Data Scienceco: International Chinese Statistical Association Applied

3 Presentations

Adaptive sample splitting for randomization tests
2:05 PM - 2:30 PM
Yao Zhang (Stanford Unversity)
Spectral Integration of Noisy High-Dimensional Datasets
2:30 PM - 2:55 PM
Xiucai Ding
Co-authors: Rong Ma (Harvard University)
A conformal test of linear models via permutation-augmented regressions
2:55 PM - 3:20 PM
Leying Guan (Yale University)
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