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Invited Paper Session

Score matching and diffusion models

Tue, Aug 4, 8:30 AM - 10:20 AM Room CC-210B Thomas M. Menino Convention & Exhibition Center

Richard SamworthOrganizerRichard SamworthChair

IMS co: Section on Nonparametric Statisticsco: Association for the Advancement of Artificial Intelligence

4 Presentations

Diffusion models are optimal for hypothesis testing

9:50 AM - 10:15 AM

Subhodh Kotekal

Diffusion models Hypothesis testing Minimax

From Score Matching to Optimal Transport Estimation

8:35 AM - 9:00 AM

Score Matching Diffusion Models Optimal Transport Rectified Flow

Is the $F$-test doubly robust?

9:25 AM - 9:50 AM

Lucy Xia (HKUST)

Learning the score under shape contraints

9:00 AM - 9:25 AM

Rebecca Lewis (University of Oxford)

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