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stat.ML2026
Primal--Dual Alternating Neural Learning for Timely Classification with Performance Guarantees
Jiaming Qiu, Yingye Zheng, Ying-Qi Zhao
Timely risk classification is essential in many clinical monitoring settings, where decisions must balance the benefit of classifying patients early for subsequent intervention aga…
stat.ML2026
Cost-optimal Sequential Testing via Doubly Robust Q-learning
Doudou Zhou, Yiran Zhang, Dian Jin +3
Clinical decision-making often involves selecting tests that are costly, invasive, or time-consuming, motivating individualized, sequential strategies for what to measure and when…