Jonathan Amar

According to our database, Jonathan Amar authored at least 10 papers between 2018 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

STEER: Inference-Time Risk Control via Constrained Quality-Diversity Search.

Eric Yang, Jong Ha Lee, Jonathan Amar, Elissa Ye, Yugang Jia

CoRR, February, 2026

2025

Integrating Genomics into Multimodal EHR Foundation Models.

Jonathan Amar, Edward Liu, Alessandra Breschi, Liangliang Zhang, Pouya Kheradpour, Sylvia Li, Lisa Soleymani Lehmann, Alessandro Giulianelli, Matt Edwards, Yugang Jia, David Nola, Raghav Mani, Pankaj Vats, Jesse Tetreault, T. J. Chen, Cory Y. McLean

CoRR, October, 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, June, 2025

The Geometry of Queries: Query-Based Innovations in Retrieval-Augmented Generation for Healthcare QA.

Eric Yang, Jonathan Amar, Jong Ha Lee, Bhawesh Kumar, Yugang Jia

Proceedings of the Machine Learning for Healthcare Conference (MLHC 2025), 2025

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, Yugang Jia, John Canny, Arthur Gretton, Maja J. Mataric

Proceedings of the Findings of the Association for Computational Linguistics, 2025

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

The Geometry of Queries: Query-Based Innovations in Retrieval-Augmented Generation.

Eric Yang, Jonathan Amar, Jong Ha Lee, Bhawesh Kumar, Yugang Jia

CoRR, 2024

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

Proceedings of the Machine Learning for Healthcare Conference, 2024

2023

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

2018

Near-Optimal Online Knapsack Strategy for Real-Time Bidding in Internet Advertising.

Jonathan Amar, Nicholas Renegar, Haihao Lu

CoRR, 2018