2 papers
cs.LG2025
Personalized Counterfactual Framework: Generating Potential Outcomes from Wearable Data
Ajan Subramanian, Amir M. Rahmani
Wearable sensor data offer opportunities for personalized health monitoring, yet deriving actionable insights from their complex, longitudinal data streams is challenging. This pap…
cs.LG2024
Optimizing Warfarin Dosing Using Contextual Bandit: An Offline Policy Learning and Evaluation Method
Yong Huang, Charles A. Downs, Amir M. Rahmani
Warfarin, an anticoagulant medication, is formulated to prevent and address conditions associated with abnormal blood clotting, making it one of the most prescribed drugs globally.…