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Recentering Validity Considerations through Early-Stage Deliberations Around AI and Policy Design


Mar 26, 2023
Anna Kawakami, Amanda Coston, Haiyi Zhu, Hoda Heidari, Kenneth Holstein

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Understanding Frontline Workers' and Unhoused Individuals' Perspectives on AI Used in Homeless Services


Mar 17, 2023
Tzu-Sheng Kuo, Hong Shen, Jisoo Geum, Nev Jones, Jason I. Hong, Haiyi Zhu, Kenneth Holstein

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* Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems (CHI '23) 

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Exploring Challenges and Opportunities to Support Designers in Learning to Co-create with AI-based Manufacturing Design Tools


Mar 01, 2023
Frederic Gmeiner, Humphrey Yang, Lining Yao, Kenneth Holstein, Nikolas Martelaro

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* 20 pages, 6 figures, to be published in Proceedings of the ACM 2023 CHI Conference on Human Factors in Computing Systems (CHI '23) 

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Ground(less) Truth: A Causal Framework for Proxy Labels in Human-Algorithm Decision-Making


Feb 22, 2023
Luke Guerdan, Amanda Coston, Zhiwei Steven Wu, Kenneth Holstein

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Counterfactual Prediction Under Outcome Measurement Error


Feb 22, 2023
Luke Guerdan, Amanda Coston, Kenneth Holstein, Zhiwei Steven Wu

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Understanding Practices, Challenges, and Opportunities for User-Driven Algorithm Auditing in Industry Practice


Oct 10, 2022
Wesley Hanwen Deng, Bill Boyuan Guo, Alicia DeVrio, Hong Shen, Motahhare Eslami, Kenneth Holstein

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* Pre-print in double-column format 

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Toward Supporting Perceptual Complementarity in Human-AI Collaboration via Reflection on Unobservables


Jul 28, 2022
Kenneth Holstein, Maria De-Arteaga, Lakshmi Tumati, Yanghuidi Cheng

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Team Learning as a Lens for Designing Human-AI Co-Creative Systems


Jul 06, 2022
Frederic Gmeiner, Kenneth Holstein, Nikolas Martelaro

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* ACM CHI 2022 Workshop on Generative AI and HCI 

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