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Guangyi Zhang

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TOOL · CL_84982 · Jun 11 · 04:00

New method monitors deployed AI models for harmful distribution shifts

Researchers have developed a new semi-supervised method called Prediction-Powered Risk Monitoring (PPRM) to track model performance in environments with scarce labeled data. PPRM combines synthetic labels with a small s…