Search Results for author: Jonathan Amar

Found 2 papers, 1 papers with code

Selective Fine-tuning on LLM-labeled Data May Reduce Reliance on Human Annotation: A Case Study Using Schedule-of-Event Table Detection

no code implementations9 May 2024 Bhawesh Kumar, Jonathan Amar, Eric Yang, Nan Li, Yugang Jia

Large Language Models (LLMs) have demonstrated their efficacy across a broad spectrum of tasks in healthcare applications.

Equitable Restless Multi-Armed Bandits: A General Framework Inspired By Digital Health

1 code implementation17 Aug 2023 Jackson A. Killian, Manish Jain, Yugang Jia, Jonathan Amar, Erich Huang, Milind Tambe

RMABs are increasingly being used for sensitive decisions such as in public health, treatment scheduling, anti-poaching, and -- the motivation for this work -- digital health.

Decision Making Fairness +2

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