Samuel Dooley
- AI Benchmark Half-Life in Recursive Corpora: A Theory of Validity Decay under Semantic Leakage and Regeneration
2024/06/27 by White, Colin, Samuel Dooley, Dooley, Samuel +29 · 100 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Digital Rights Management and Security #FOS: Computer and information sciences #Machine Learning (cs.LG)
- xView: Objects in Context in Overhead Imagery
2018/02/22 by Darius Lam, Richard S. Kuzma, Lam, Darius +13 · 21 citations
Computer Science · Engineering · #Advanced Neural Network Applications #Advanced Image and Video Retrieval Techniques #Remote-Sensing Image Classification
- Style Outweighs Substance: Failure Modes of LLM Judges in Alignment Benchmarking
2024/09/23 by Benjamin Feuer, Micah Goldblum, Feuer, Benjamin +13 · 7 citations
Economics, Econometrics and Finance · Social Sciences · #Law, Economics, and Judicial Systems #European and International Contract Law #Legal Systems and Judicial Processes
- Data Contamination Through the Lens of Time
2023/10/16 by Manley Roberts, Himanshu Thakur, Roberts, Manley +7 · 2 citations
Computer Science · Decision Sciences · #Topic Modeling #Software Engineering Research #Data Quality and Management
- PreferenceNet: Encoding Human Preferences in Auction Design with Deep Learning
2021/06/06 by Neehar Peri, Michael J. Curry, Peri, Neehar +5 · 1 citation
Business, Management and Accounting · Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Auction Theory and Applications #Computer Science and Game Theory (cs.GT) #Consumer Market Behavior and Pricing #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mobile Crowdsensing and Crowdsourcing #Multiagent Systems (cs.MA)
- Comparing Human and Machine Bias in Face Recognition
2021/10/15 by Samuel Dooley, Ryan Downing, Dooley, Samuel +25 · 1 voice
Computer Science · Neuroscience · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Face Recognition and Perception #Face and Expression Recognition #Face recognition and analysis #Machine Learning (cs.LG) #cs.AI #cs.CV #cs.CY #cs.LG