Kenneth Holstein
- Improving Human-AI Partnerships in Child Welfare: Understanding Worker Practices, Challenges, and Desires for Algorithmic Decision Support
2022/04/05 by Anna Kawakami, Venkatesh Sivaraman, Kawakami, Anna +17 · 5 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) #K.4.0
- Designing for human–AI complementarity in K‐12 education
2022/06/01 by Kenneth Holstein, Vincent Aleven · 4 citations
Computer Science · Social Sciences · #Ethics and Social Impacts of AI #Explainable Artificial Intelligence (XAI) #Online Learning and Analytics
- Toward Supporting Perceptual Complementarity in Human-AI Collaboration via Reflection on Unobservables
2022/07/28 by Kenneth Holstein, Holstein, Kenneth, Maria De‐Arteaga +5 · 2 citations
Computer Science · Decision Sciences · Psychology · #Artificial Intelligence (cs.AI) #Decision-Making and Behavioral Economics #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Human-Automation Interaction and Safety #Human-Computer Interaction (cs.HC)
- Policy Maps: Tools for Guiding the Unbounded Space of LLM Behaviors
2024/09/26 by Michelle S. Lam, Fred Hohman, Lam, Michelle S. +9 · 1 voice · 3 citations
#cs.HC #cs.AI #cs.CL #cs.LG
- Studying Up Public Sector AI: How Networks of Power Relations Shape Agency Decisions Around AI Design and Use
2024/05/21 by Anna Kawakami, Kawakami, Anna, Amanda Coston +7 · 4 citations
Social Sciences · #Artificial Intelligence (cs.AI) #Ethics and Social Impacts of AI #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Qualitative Comparative Analysis Research
- Ground(less) Truth: A Causal Framework for Proxy Labels in Human-Algorithm Decision-Making
2023/02/13 by Luke Guerdan, Amanda Coston, Guerdan, Luke +5 · 2 citations
Computer Science · Social Sciences · Psychology · #Explainable Artificial Intelligence (XAI) #Ethics and Social Impacts of AI #Human-Automation Interaction and Safety
- Don't be Fooled: The Misinformation Effect of Explanations in Human-AI Collaboration
2024/09/19 by Philipp Spitzer, Joshua Holstein, Spitzer, Philipp +9 · 1 voice · 4 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #cs.AI #cs.HC
- WeAudit: Scaffolding User Auditors and AI Practitioners in Auditing Generative AI
2025/01/02 by Wesley Hanwen Deng, Deng, Wesley Hanwen, Claire Wang +8 · 6 citations
Business, Management and Accounting · #Big Data and Business Intelligence #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)
- AI Mismatches: Identifying Potential Algorithmic Harms Before AI Development
2025/02/25 by Devansh Saxena, Ji-Youn Jung, Saxena, Devansh +7 · 2 citations
Social Sciences · Medicine · Computer Science · #Ethics and Social Impacts of AI #Artificial Intelligence in Healthcare and Education #Explainable Artificial Intelligence (XAI)
- Doubly-Robust LLM-as-a-Judge: Externally Valid Estimation with Imperfect Personas
2025/09/26 by Luke Guerdan, Justin Whitehouse, Guerdan, Luke +7 · 2 citations
Computer Science · Decision Sciences · Social Sciences · #Persona Design and Applications #Data Quality and Management #Computational and Text Analysis Methods