Near-Optimal Online Knapsack Strategy for Real-Time Bidding in Internet Advertising. - Jonathan Amar; Nicholas Renegar; Haihao Lu (CoRR, 2018)

Equitable Restless Multi-Armed Bandits: A General Framework Inspired By Digital Health. - Jackson A. Killian; Manish Jain; Yugang Jia; Jonathan Amar; Erich Huang; Milind Tambe (CoRR, 2023)

Selective Fine-tuning on LLM-labeled Data May Reduce Reliance on Human Annotation: A Case Study Using Schedule-of-Event Table Detection. - Bhawesh Kumar; Jonathan Amar; Eric Yang; Nan Li; Yugang Jia (MLHC, 2024)

The Geometry of Queries: Query-Based Innovations in Retrieval-Augmented Generation. - Eric Yang; Jonathan Amar; Jong Ha Lee; Bhawesh Kumar; Yugang Jia (CoRR, 2024)

From Barriers to Tactics: A Behavioral Science-Informed Agentic Workflow for Personalized Nutrition Coaching. - Eric Yang; Tomas Garcia; Hannah Williams; Bhawesh Kumar; Martin Ramé; Eileen Rivera; Yiran Ma; Jonathan Amar; Caricia Catalani; Yugang Jia (CoRR, 2024)

Sleepless Nights, Sugary Days: Creating Synthetic Users with Health Conditions for Realistic Coaching Agent Interactions. - Taedong Yun; Eric Yang; Mustafa Safdari; Jong Ha Lee; Vaishnavi Vinod Kumar; S. Sara Mahdavi; Jonathan Amar; Derek Peyton; Reut Aharony; Andreas Michaelides; Logan Douglas Schneider; Isaac R. Galatzer-Levy; et al. (ACL (Findings), 2025)

AI Agents for Conversational Patient Triage: Preliminary Simulation-Based Evaluation with Real-World EHR Data. - Sina Rashidian; Nan Li; Jonathan Amar; Jong Ha Lee; Sam Pugh; Eric Yang; Geoff Masterson; Myoung Cha; Yugang Jia; Akhil Vaid (CoRR, 2025)