2 papers
stat.ME2025
Multilevel Primary Aim Analyses of Clustered SMARTs: With Applications in Health Policy
Gabriel Durham, Anil Battalahalli, Amy Kilbourne +4
In many health policy settings, adaptive interventions target a population of clusters (e.g., schools), with the ultimate intent of impacting outcomes at the level of individuals w…
stat.ML2025
Generator-Mediated Bandits: Thompson Sampling for GenAI-Powered Adaptive Interventions
Marc Brooks, Gabriel Durham, Kihyuk Hong +1
Recent advances in generative artificial intelligence (GenAI) models have enabled the generation of personalized content that adapts to up-to-date user context. While personalized…