Search Results for author: Jonathan Amar

Found 3 papers, 1 papers with code

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

no code implementations25 Jul 2024 Eric Yang, Jonathan Amar, Jong Ha Lee, Bhawesh Kumar, Yugang Jia

In this work, we introduce Query-Based Retrieval Augmented Generation (QB-RAG), a novel approach that pre-computes a database of potential queries from a content base using LLMs.

Question Answering RAG +1

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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