Kenneth Holstein
Carnegie Mellon University
H-index: 22
North America-United States
Top articles of Kenneth Holstein
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Trust and Reliance in Evolving Human-AI Workflows, at CHI 2024 | Zahra Ashktorab Gagan Bansal Zana Bucinca Ken Holstein Jessica Hullman | 2024/5/11 | |
Predictive Performance Comparison of Decision Policies Under Confounding | arXiv preprint arXiv:2404.00848 | Luke Guerdan Amanda Coston Kenneth Holstein Zhiwei Steven Wu | 2024/4/1 |
The Situate AI Guidebook: Co-Designing a Toolkit to Support Multi-Stakeholder Early-stage Deliberations Around Public Sector AI Proposals | arXiv preprint arXiv:2402.18774 | Anna Kawakami Amanda Coston Haiyi Zhu Hoda Heidari Kenneth Holstein | 2024/2/29 |
Wikibench: Community-Driven Data Curation for AI Evaluation on Wikipedia | arXiv preprint arXiv:2402.14147 | Tzu-Sheng Kuo Aaron Halfaker Zirui Cheng Jiwoo Kim Meng-Hsin Wu | 2024/2/21 |
Scrutable AIED | Judy Kay Bob Kummerfeld Cristina Conati Kaśka Porayska-Pomsta Ken Holstein | 2023/1 | |
A Validity Perspective on Evaluating the Justified Use of Data-driven Decision-making Algorithms | Amanda Coston Anna Kawakami Haiyi Zhu Ken Holstein Hoda Heidari | 2023/2/8 | |
Exploring Challenges and Opportunities to Support Designers in Learning to Co-create with AI-based Manufacturing Design Tools | Frederic Gmeiner Humphrey Yang Lining Yao Kenneth Holstein Nikolas Martelaro | 2023/4/19 | |
Ground(less) Truth: A Causal Framework for Proxy Labels in Human-Algorithm Decision-Making | Proceedings of the 2023 Conference on Fairness, Accountability, and Transparency (FAccT'23) | Luke Guerdan Amanda Coston Zhiwei Steven Wu Kenneth Holstein | 2023/4/26 |
Training towards critical use: Learning to situate AI predictions relative to human knowledge | Anna Kawakami Luke Guerdan Yanghuidi Cheng Kate Glazko Matthew Lee | 2023/11/6 | |
Human-AI co-orchestration: the role of artificial intelligence in orchestration | Ken Holstein Jennifer K Olsen | 2023/1 | |
Towards" Anytime, Anywhere" Community Learning and Engagement around the Design of Public Sector AI | arXiv preprint arXiv:2304.00167 | Wesley Hanwen Deng Motahhare Eslami Kenneth Holstein | 2023/3/31 |
Understanding Practices, Challenges, and Opportunities for User-Engaged Algorithm Auditing in Industry Practice | Wesley Hanwen Deng Bill Boyuan Guo Alicia Devos Hong Shen Motahhare Eslami | 2023/2/10 | |
Investigating Practices and Opportunities for Cross-functional Collaboration around AI Fairness in Industry Practice | Proceedings of the 2023 Conference on Fairness, Accountability, and Transparency (FAccT'23) | Wesley Hanwen Deng Nur Yildirim Monica Chang Motahhare Eslami Kenneth Holstein | 2023/6/12 |
A Taxonomy of Human and ML Strengths in Decision-Making to Investigate Human-ML Complementarity | Proceedings of the AAAI Conference on Human Computation and Crowdsourcing | Charvi Rastogi Liu Leqi Kenneth Holstein Hoda Heidari | 2023/11/3 |
Toward Supporting Perceptual Complementarity in Human-AI Collaboration via Reflection on Unobservables | Proceedings of the ACM on Human-Computer Interaction (CSCW'23) | Kenneth Holstein Maria De-Arteaga Lakshmi Tumati Yanghuidi Cheng | 2023 |
Zeno: An Interactive Framework for Behavioral Evaluation of Machine Learning | Ángel Alexander Cabrera Erica Fu Donald Bertucci Kenneth Holstein Ameet Talwalkar | 2023/4/19 | |
Recentering Validity Considerations through Early-Stage Deliberations Around AI and Policy Design | arXiv preprint arXiv:2303.14602 | Anna Kawakami Amanda Coston Haiyi Zhu Hoda Heidari Kenneth Holstein | 2023/3/26 |
Counterfactual Prediction Under Outcome Measurement Error | Luke Guerdan Amanda Coston Kenneth Holstein Zhiwei Steven Wu | 2023/6/12 | |
Community-driven AI: Empowering people through responsible data-driven decision-making | Ruyuan Wan Adriana Alvarado Garcia Devansh Saxena Catalina Vajiac Anna Kawakami | 2023/10/14 | |
Pair-Up: Prototyping Human-AI Co-orchestration of Dynamic Transitions between Individual and Collaborative Learning in the Classroom | Kexin Bella Yang Vanessa Echeverria Zijing Lu Hongyu Mao Kenneth Holstein | 2023/4/19 |
Co-Authors
