Jamie Morgenstern
- Datasheets for Datasets
2018/03/23 by Timnit Gebru, Jamie Morgenstern, Gebru, Timnit +11 · 7 voices · 141 citations
#cs.DB #cs.AI #cs.LG
- Large language models that replace human participants can harmfully misportray and flatten identity groups
2024/02/02 by Angelina Wang, Jamie Morgenstern, Wang, Angelina +3 · 7 voices · 50 citations
Computer Science · #Natural Language Processing Techniques #Topic Modeling #cs.CY
- Datasheets for datasets
2021/11/19 by Timnit Gebru, Jamie Morgenstern, Briana Vecchione +5 · 200 citations
Decision Sciences · Computer Science · #Data Quality and Management #Data Stream Mining Techniques #Machine Learning and Data Classification
- A Convex Framework for Fair Regression
2017/06/07 by Richard A. Berk, Hoda Heidari, Berk, Richard +13 · 14 citations
Social Sciences · #Ethics and Social Impacts of AI #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Scalable Membership Inference Attacks via Quantile Regression
2023/07/07 by Martín Bertrán, Shuai Tang, Bertran, Martin +9 · 13 citations
Computer Science · Social Sciences · #Adversarial Robustness in Machine Learning #Terrorism, Counterterrorism, and Political Violence
- Fairness in Reinforcement Learning
2016/11/09 by Shahin Jabbari, Jabbari, Shahin, Matthew Joseph +7 · 4 citations
Computer Science · Decision Sciences · Social Sciences · #Auction Theory and Applications #Ethics and Social Impacts of AI #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics
- The Price of Fair PCA: One Extra Dimension
2018/10/31 by Samira Samadi, Samadi, Samira, Uthaipon Tantipongpipat +7 · 4 citations
Engineering · #ICT Impact and Policies
- Fair k-Center Clustering for Data Summarization
2019/01/24 by Matthäus Kleindeßner, Pranjal Awasthi, Kleindessner, Matthäus +3 · 4 citations
Computer Science · Decision Sciences · #Data Management and Algorithms #Data Mining Algorithms and Applications #Data Quality and Management #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Reconstruction Attacks on Machine Unlearning: Simple Models are Vulnerable
2024/05/30 by Martín Bertrán, Shuai Tang, Bertran, Martin +9 · 7 citations
Engineering · #Robotic Process Automation Applications
- Evaluating Fairness of Machine Learning Models Under Uncertain and Incomplete Information
2021/02/16 by Pranjal Awasthi, Alex Beutel, Awasthi, Pranjal +7 · 3 citations
Computer Science · Social Sciences · #Ethics and Social Impacts of AI #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Privacy-Preserving Technologies in Data
- Equalized odds postprocessing under imperfect group information
2019/06/07 by Pranjal Awasthi, Matthäus Kleindeßner, Awasthi, Pranjal +3 · 3 citations
Computer Science · Social Sciences · #Ethics and Social Impacts of AI #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Privacy-Preserving Technologies in Data
- A Notion of Individual Fairness for Clustering
2020/06/08 by Matthäus Kleindeßner, Kleindessner, Matthäus, Pranjal Awasthi +3 · 3 citations
Social Sciences · Computer Science · #Ethics and Social Impacts of AI #Privacy-Preserving Technologies in Data
- Preference Dynamics Under Personalized Recommendations
2022/05/25 by Sarah Dean, Jamie Morgenstern, Dean, Sarah +1 · 2 citations
Decision Sciences · Physics and Astronomy · #Complex Network Analysis Techniques #Computer Science and Game Theory (cs.GT) #FOS: Computer and information sciences #FOS: Electrical engineering #Game Theory and Applications #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Opinion Dynamics and Social Influence #Social and Information Networks (cs.SI) #Systems and Control (eess.SY) #electronic engineering #information engineering
- A Common Pool of Privacy Problems: Legal and Technical Lessons from a Large-Scale Web-Scraped Machine Learning Dataset
2025/06/20 by Rachel Hong, Jevan Hutson, Hong, Rachel +9 · 2 voices · 4 citations
Social Sciences · Computer Science · #Ethics and Social Impacts of AI #Privacy-Preserving Technologies in Data #Privacy, Security, and Data Protection
- Auctions and Peer Prediction for Academic Peer Review
2021/08/27 by Siddarth Srinivasan, Jamie Morgenstern, Srinivasan, Siddarth +1 · 1 citation
Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Auction Theory and Applications #Computer Science and Game Theory (cs.GT) #Expert finding and Q&A systems #FOS: Computer and information sciences #FOS: Economics and business #General Economics (econ.GN) #Machine Learning (cs.LG)
- Multicalibrated Regression for Downstream Fairness
2022/09/15 by Ira Globus-Harris, Globus-Harris, Ira, Varun Gupta +9 · 1 citation
Computer Science · Social Sciences · #Adversarial Robustness in Machine Learning #Data Structures and Algorithms (cs.DS) #Ethics and Social Impacts of AI #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Learning Simple Auctions
2016/04/11 by Jamie Morgenstern, Morgenstern, Jamie, Tim Roughgarden +1 · 1 citation
Computer Science · Decision Sciences · #Auction Theory and Applications #Computer Science and Game Theory (cs.GT) #FOS: Computer and information sciences #Imbalanced Data Classification Techniques #Machine Learning (cs.LG) #Machine Learning and Algorithms
- Fair Clustering: Critique, Caveats, and Future Directions
2024/06/22 by J.W.T. Dickerson, Dickerson, John, Seyed A. Esmaeili +5 · 2 citations
Business, Management and Accounting · Social Sciences · #Business Strategy and Innovation #Qualitative Comparative Analysis Research
- Inference-Time Consensus for Mitigating Hidden Behaviors from LLM Fine-Tuning
2026/07/25 by Adhyyan Narang, Artin Tajdini, Claire Zhang +1
#cs.AI