Designing Responsible AI: Adaptations of UX Practice to Meet Responsible AI Challenges

Author:

Wang Qiaosi1ORCID,Madaio Michael2ORCID,Kane Shaun2ORCID,Kapania Shivani3ORCID,Terry Michael2ORCID,Wilcox Lauren2ORCID

Affiliation:

1. School of Interactive Computing, Georgia Institute of Technology, United States

2. Google Research, United States

3. Google Research, India

Publisher

ACM

Reference124 articles.

1. 2019. People+AI Guidebook. https://pair.withgoogle.com/guidebook/. 2019. People+AI Guidebook. https://pair.withgoogle.com/guidebook/.

2. Alekh Agarwal , Alina Beygelzimer , Miroslav Dudík , John Langford , and Hanna Wallach . 2018 . A reductions approach to fair classification . In International Conference on Machine Learning. PMLR, 60–69 . Alekh Agarwal, Alina Beygelzimer, Miroslav Dudík, John Langford, and Hanna Wallach. 2018. A reductions approach to fair classification. In International Conference on Machine Learning. PMLR, 60–69.

3. Yongsu Ahn and Yu-Ru Lin . 2019 . Fairsight: Visual analytics for fairness in decision making . IEEE transactions on visualization and computer graphics 26, 1(2019), 1086–1095. Yongsu Ahn and Yu-Ru Lin. 2019. Fairsight: Visual analytics for fairness in decision making. IEEE transactions on visualization and computer graphics 26, 1(2019), 1086–1095.

4. Guidelines for Human-AI Interaction

5. Judgment Call the Game

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