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Invited Paper Session

Generative AI in Modern Statistical Learning

Wed, Aug 5, 10:30 AM - 12:20 PM Room CC-253B Thomas M. Menino Convention & Exhibition Center

Kaizheng WangOrganizerYaqi DuanOrganizerKaizheng WangChair

Section on Statistical Learning and Data Science

3 Presentations

Leveraging synthetic data in statistical inference

10:35 AM - 11:05 AM

Edgar Dobriban (University of Pennsylvania)

generative AI Synthetic data Statistical inference Conformal prediction.Large Language Models

Synthetic Data–Powered Statistical Inference with Generative AI

11:05 AM - 11:35 AM

Xihong Lin (Harvard T.H. Chan School of Public Health)

Synthetic data Diffusion models Statistical inference Augumented data

Toward a Statistical Perspective on LLM Posttraining: Preference Sampling and Gradient Reweighting

11:35 AM - 12:05 PM

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