JSM2025
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Invited Paper Session

Statistical Methods for Artificial Intelligence

Mon, Aug 4, 10:30 AM - 12:20 PM Room CC-Dean Grand Ballroom A1 Music City Center
Tracy KeOrganizerXiwei TangChair
International Chinese Statistical Association co: JASA Theory and Methodsco: Section on Text Analysis Applied

4 Presentations

Poisson-Process Topic Model for Integrating Knowledge from Pre-trained Language Models
10:35 AM - 11:00 AM
Tracy Ke (Harvard University)
Heterogeneity-Aware Synthetic Data Generation for Tabular Data
11:00 AM - 11:25 AM
Xiwei Tang (University of Virginia)
Optimal estimators and tests for reciprocal effects
11:25 AM - 11:50 AM
Jiashun Jin (Carnegie Mellon University)
R-Squared From Synthetic Data: When Can It Be Trusted?
11:50 AM - 12:15 PM
Xiao-Li Meng (Harvard University)
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