Showing 2026Show all
2 papers · 1 filter
stat.ME2026
Conformal Policy Selection: When to Deploy AI Decisions for Targeted Intervention
Junyu Cao, Ruijiang Gao, Maytal Saar-Tsechansky +1
Artificial-intelligence (AI) policies are increasingly used to make consequential decisions in medicine, finance, education, and public services, yet deploying them responsibly req…
cs.AI2026
LIBRA: Language Model Informed Bandit Recourse Algorithm for Personalized Treatment Planning
Junyu Cao, Ruijiang Gao, Esmaeil Keyvanshokooh +1
We introduce a unified framework that seamlessly integrates algorithmic recourse, contextual bandits, and large language models (LLMs) to support sequential decision-making in high…