Kenny Peng
- Mitigating Dataset Harms Requires Stewardship: Lessons from 1000 Papers
2021/08/06 by Kenny Peng, Arunesh Mathur, Peng, Kenny +3 · 1 voice · 2 citations
Computer Science · Social Sciences · #Face recognition and analysis #Privacy-Preserving Technologies in Data #Ethics and Social Impacts of AI
- A No Free Lunch Theorem for Human-AI Collaboration
2024/11/21 by Kenny Peng, Nikhil Garg, Peng, Kenny +3 · 2 voices · 5 citations
Business, Management and Accounting · #Big Data and Business Intelligence #cs.AI #cs.HC #cs.LG
- Sparse Autoencoders for Hypothesis Generation
2025/02/05 by Rajiv Movva, Movva, Rajiv, Kenny Peng +7 · 4 voices · 10 citations
Computer Science · #Anomaly Detection Techniques and Applications #Computational Physics and Python Applications #Machine Learning and Data Classification #cs.AI #cs.CL #cs.CY
- Correlated Errors in Large Language Models
2025/06/09 by Elliot Kim, Kim, Elliot, Avi Garg +5 · 3 voices · 9 citations
Computer Science · Medicine · #Topic Modeling #Artificial Intelligence in Healthcare and Education #Text Readability and Simplification
- Position: Use Sparse Autoencoders to Discover Unknowns
2025/06/30 by Kenny Peng, Rajiv Movva, Peng, Kenny +7 · 3 voices · 9 citations
Computer Science · Social Sciences · #Explainable Artificial Intelligence (XAI) #Generative Adversarial Networks and Image Synthesis #Misinformation and Its Impacts
- How Many Features Can a Language Model Store Under the Linear Representation Hypothesis?
2026/02/11 by Nikhil Garg, Jon Kleinberg, Kenny Peng · 2 voices · 3 citations
#cs.LG #cs.AI #cs.CL #cs.IT #math.CO
- Wisdom and Foolishness of Noisy Matching Markets
2024/02/26 by Kenny Peng, Peng, Kenny, Nikhil Garg +1 · 2 citations
Economics, Econometrics and Finance · #Computer Science and Game Theory (cs.GT) #FOS: Computer and information sciences #FOS: Economics and business #FOS: Mathematics #Game Theory and Voting Systems #Probability (math.PR) #Theoretical Economics (econ.TH)
- Monoculture in Matching Markets
2023/12/15 by Kenny Peng, Peng, Kenny, Nikhil Garg +1 · 2 voices · 1 citation
Decision Sciences · Economics, Econometrics and Finance · Social Sciences · #Auction Theory and Applications #Experimental Behavioral Economics Studies #Game Theory and Voting Systems #cs.CY #cs.GT #econ.TH