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Kenneth Holstein

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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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Imagining new futures beyond predictive systems in child welfare: A qualitative study with impacted stakeholders

May 18, 2022
Logan Stapleton, Min Hun Lee, Diana Qing, Marya Wright, Alexandra Chouldechova, Kenneth Holstein, Zhiwei Steven Wu, Haiyi Zhu

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Exploring How Machine Learning Practitioners (Try To) Use Fairness Toolkits

May 13, 2022
Wesley Hanwen Deng, Manish Nagireddy, Michelle Seng Ah Lee, Jatinder Singh, Zhiwei Steven Wu, Kenneth Holstein, Haiyi Zhu

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A Unifying Framework for Combining Complementary Strengths of Humans and ML toward Better Predictive Decision-Making

Apr 22, 2022
Charvi Rastogi, Liu Leqi, Kenneth Holstein, Hoda Heidari

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Improving Human-AI Partnerships in Child Welfare: Understanding Worker Practices, Challenges, and Desires for Algorithmic Decision Support

Apr 05, 2022
Anna Kawakami, Venkatesh Sivaraman, Hao-Fei Cheng, Logan Stapleton, Yanghuidi Cheng, Diana Qing, Adam Perer, Zhiwei Steven Wu, Haiyi Zhu, Kenneth Holstein

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Characterizing Human Explanation Strategies to Inform the Design of Explainable AI for Building Damage Assessment

Nov 04, 2021
Donghoon Shin, Sachin Grover, Kenneth Holstein, Adam Perer

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Equity and Artificial Intelligence in Education: Will "AIEd" Amplify or Alleviate Inequities in Education?

Apr 27, 2021
Kenneth Holstein, Shayan Doroudi

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Designing for human-AI complementarity in K-12 education

Apr 02, 2021
Kenneth Holstein, Vincent Aleven

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Improving fairness in machine learning systems: What do industry practitioners need?

Jan 07, 2019
Kenneth Holstein, Jennifer Wortman Vaughan, Hal Daumé III, Miro Dudík, Hanna Wallach

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