Vaughan, Jennifer Wortman
- Datasheets for Datasets
2018/03/23 by Timnit Gebru, Gebru, Timnit, Jamie Morgenstern +12 · 7 voices · 277 citations
Decision Sciences · Computer Science · #cs.DB #cs.AI #cs.LG
- AI Transparency in the Age of LLMs: A Human-Centered Research Roadmap
2023/06/02 by Q. Vera Liao, Jennifer Wortman Vaughan, Liao, Q. Vera +1 · 1 voice · 21 citations
Computer Science · #Speech and dialogue systems #Topic Modeling #cs.AI #cs.CY #cs.HC
- Machine Unlearning Doesn't Do What You Think: Lessons for Generative AI Policy and Research
2024/12/09 by A. Feder Cooper, Christopher A. Choquette-Choo, Cooper, A. Feder +75 · 5 voices · 11 citations
Computer Science · Social Sciences · #Ethics and Social Impacts of AI #Explainable Artificial Intelligence (XAI) #cs.AI #cs.CY #cs.LG
- Manipulating and Measuring Model Interpretability
2018/02/21 by Poursabzi-Sangdeh, Forough, Goldstein, Daniel G., Hofman, Jake M. +2 · 17 citations
#Artificial Intelligence (cs.AI) #Computers and Society (cs.CY) #FOS: Computer and information sciences #I.2
- Position: Evaluating Generative AI Systems Is a Social Science Measurement Challenge
2025/02/01 by Hanna Wallach, Wallach, Hanna, Meera Desai +37 · 3 voices · 18 citations
#cs.CY
- Understanding the Role of Human Intuition on Reliance in Human-AI Decision-Making with Explanations
2023/01/18 by Valerie Chen, Q. Vera Liao, Chen, Valerie +5 · 17 citations
Computer Science · Decision Sciences · #Explainable Artificial Intelligence (XAI) #Forecasting Techniques and Applications #Decision-Making and Behavioral Economics
- Adaptive Contract Design for Crowdsourcing Markets: Bandit Algorithms for Repeated Principal-Agent Problems
2014/05/12 by Chien-Ju Ho, Ho, Chien-Ju, Aleksandrs Slivkins +3 · 9 citations
Business, Management and Accounting · Decision Sciences · #Advanced Bandit Algorithms Research #Auction Theory and Applications #Computer Science and Game Theory (cs.GT) #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Supply Chain and Inventory Management
- Assessing the Fairness of AI Systems: AI Practitioners' Processes, Challenges, and Needs for Support
2021/12/10 by Michael Madaio, Madaio, Michael, Lisa Egede +7 · 12 citations
Social Sciences · #Artificial Intelligence (cs.AI) #Computers and Society (cs.CY) #Ethics and Social Impacts of AI #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)
- Evaluating Generative AI Systems is a Social Science Measurement Challenge
2024/11/17 by Hanna Wallach, Wallach, Hanna, Meera Desai +37 · 3 voices · 10 citations
Social Sciences · #Computational and Text Analysis Methods #cs.CY
- Has the Machine Learning Review Process Become More Arbitrary as the Field Has Grown? The NeurIPS 2021 Consistency Experiment
2023/06/05 by Beygelzimer, Alina, Dauphin, Yann N., Liang, Percy +1 · 9 citations
#Digital Libraries (cs.DL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Designerly Understanding: Information Needs for Model Transparency to Support Design Ideation for AI-Powered User Experience
2023/02/21 by Q. Vera Liao, Liao, Q. Vera, Hariharan Subramonyam +5 · 8 citations
Social Sciences · Computer Science · #Ethics and Social Impacts of AI #Open Source Software Innovations
- Understanding Machine Learning Practitioners' Data Documentation Perceptions, Needs, Challenges, and Desiderata
2022/06/06 by Amy Heger, Elizabeth Marquis, Heger, Amy K. +7 · 5 citations
Business, Management and Accounting · Social Sciences · #Big Data and Business Intelligence #Ethics and Social Impacts of AI
- Canvil: Designerly Adaptation for LLM-Powered User Experiences
2024/01/17 by K. J. Kevin Feng, Feng, K. J. Kevin, Q. Vera Liao +9 · 1 voice · 5 citations
#cs.HC
- The Externalities of Exploration and How Data Diversity Helps\n Exploitation
2018/06/01 by Manish Raghavan, Raghavan, Manish, Aleksandrs Slivkins +5 · 3 citations
Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Auction Theory and Applications #Computers and Society (cs.CY) #Data Stream Mining Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Mobile Crowdsensing and Crowdsourcing
- GAM Changer: Editing Generalized Additive Models with Interactive Visualization
2021/12/06 by Wang, Zijie J., Kale, Alex, Nori, Harsha +6 · 3 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG)
- A New Understanding of Prediction Markets Via No-Regret Learning
2010/02/26 by Chen, Yiling, Vaughan, Jennifer Wortman · 1 citation
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Censored Exploration and the Dark Pool Problem
2012/05/09 by Ganchev, Kuzman, Kearns, Michael, Nevmyvaka, Yuriy +1 · 1 citation
#Computer Science and Game Theory (cs.GT) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Oracle-Efficient Online Learning and Auction Design
2016/11/05 by Dudík, Miroslav, Haghtalab, Nika, Luo, Haipeng +3 · 1 citation
#Computer Science and Game Theory (cs.GT) #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Using Search Queries to Understand Health Information Needs in Africa
2018/06/14 by Abebe, Rediet, Hill, Shawndra, Vaughan, Jennifer Wortman +2 · 1 citation
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computers and Society (cs.CY) #FOS: Computer and information sciences
- Open Datasheets: Machine-readable Documentation for Open Datasets and Responsible AI Assessments
2023/12/11 by A. Roman, Roman, Anthony Cintron, Jennifer Wortman Vaughan +11 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG)
- Toward Fairness in AI for People with Disabilities: A Research Roadmap
2019/07/04 by Guo, Anhong, Kamar, Ece, Vaughan, Jennifer Wortman +2 · 1 citation
#Artificial Intelligence (cs.AI) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)
- Weight of Evidence as a Basis for Human-Oriented Explanations
2019/10/29 by Alvarez-Melis, David, Daumé, Hal, Vaughan, Jennifer Wortman +1 · 1 citation
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Greedy Algorithm almost Dominates in Smoothed Contextual Bandits
2020/05/19 by Raghavan, Manish, Slivkins, Aleksandrs, Vaughan, Jennifer Wortman +1 · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Challenges in Human-Agent Communication
2024/11/28 by Gagan Bansal, Jennifer Wortman Vaughan, Bansal, Gagan +13 · 3 citations
Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Robotics and Automated Systems
- Designing Disaggregated Evaluations of AI Systems: Choices,\n Considerations, and Tradeoffs
2021/03/10 by Solon Barocas, Barocas, Solon, Anhong Guo +13 · 1 citation
Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Computers and Society (cs.CY) #Ethics and Social Impacts of AI #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Examining the Expanding Role of Synthetic Data Throughout the AI Development Pipeline
2025/01/30 by Kapania, Shivani, Ballard, Stephanie, Kessler, Alex +1 · 3 citations
#FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)
- How do Authors' Perceptions of their Papers Compare with Co-authors' Perceptions and Peer-review Decisions?
2022/11/22 by Charvi Rastogi, Ivan Stelmakh, Rastogi, Charvi +17 · 2 citations
Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Databases (cs.DB) #Digital Libraries (cs.DL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Software Engineering Research
- From Human Explanation to Model Interpretability: A Framework Based on Weight of Evidence
2021/04/27 by Alvarez-Melis, David, Kaur, Harmanpreet, Daumé, Hal +2 · 1 citation
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)