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Jianhao Ma

University of Pennsylvania - The Wharton School

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LIBRA: Language Model Informed Bandit Recourse Algorithm for Personalized Treatment Planning

The Wharton School Research Paper
Number of pages: 50 Posted: 22 Jan 2026
Junyu Cao, Ruijiang Gao, Esmaeil Keyvanshokooh and Jianhao Ma
University of Texas at Austin - McCombs School of Business, University of Texas at Dallas, Mays Business School, Texas A&M University and University of Pennsylvania - The Wharton School
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Abstract:

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Large Language Models, LLM-Bandits Collaboration, Algorithmic Recourse, Regret Analysis, Personalized Treatment Planning, Hypertension Management, Generative AI