← Authors

Joseph Bradley

7 papers · 2012–2024 · 4 conferences · across top CS/AI conferences

Achievements

🧭 Keyword Pioneer 🌍 Conference Polyglot (4) πŸƒ Academic Marathon (12) 🐝 Cross-Pollinator (12) 🌈 Renaissance Researcher (5) πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (15) 🐣 Hot Topic Early Bird

Conferences

ACL (2) AISTATS (2) JMLR (2) EMNLP (1)

Top co-authors

Ilana Zimmerman (2) Abhay Parekh (2) Ethan Selfridge (2) Kristen Howell (2) Kannan Ramchandran (2) Jadin Tredup (2) Sivaraman Balakrishnan (2) Akshay Hazare (1) Leanne Rolston (1) Nihar Shah (1)

Keywords

minimax bounds (2) knowledge distillation (2) thurstone model (2) quality estimation (2) pairwise comparison (2) pac learning (1) knowledge base (1) scalable machine learning (1) maximum likelihood (1) parallel computing (1) pac bound (1) graph topology (1) bradley-terry model (1) bradley-terry-luce model (1) distributed machine learning (1) statistical efficiency (1) retrieval-augmented generation (1) hallucination detection (1) cost optimization (1) composite likelihood (1)

Papers

Two-tiered Encoder-based Hallucination Detection for Retrieval-Augmented Generation in the Wild EMNLP 2024
The economic trade-offs of large language models: A case study ACL 2023
Domain-specific knowledge distillation yields smaller and better models for conversational commerce ACL 2022
MLlib: Machine Learning in Apache Spark JMLR 2016
Estimation from Pairwise Comparisons: Sharp Minimax Bounds with Topology Dependence JMLR 2016
Estimation from Pairwise Comparisons: Sharp Minimax Bounds with Topology Dependence AISTATS 2015
Sample Complexity of Composite Likelihood AISTATS 2012