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WATCH: Adaptive Monitoring for AI Deployments via Weighted-Conformal Martingales

Drew Prinster, Xing Han, Anqi Liu, Suchi Saria. WATCH: Adaptive Monitoring for AI Deployments via Weighted-Conformal Martingales. In Forty-second International Conference on Machine Learning, ICML 2025, Vancouver, BC, Canada, July 13-19, 2025. OpenReview.net, 2025. [doi]

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Drew Prinster

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Xing Han

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Anqi Liu

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Suchi Saria

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