Publications


On the Nature of Bias Percolation: Assessing Multiaxial Collaboration in Human-AI Systems


Andi Peng, Besmira Nushi, Kori Inkpen, Emre Kiciman, Ece Kamar


Designing for Digital Agency: Equity Perspectives and AI in K-12 Education


Ariam Mogos, Laura McBain, Carissa Carter, Megan Stariha, Lisa Kay Solomon


Measuring Social Biases of Crowd Workers using Counterfactual Queries


Bhavya Ghai, Q. Vera Liao, Yunfeng Zhang, Klaus Mueller


Getting Fairness Right: Towards a Toolbox for Practitioners


Boris Ruf, Chaouki Boutharouite, Marcin Detyniecki


A Call for Universities to Develop Requirements for Community Engagement in AI Research


Emily Black, Joshua Williams, Michael Madaio, Priya Donti


Learning to Diversify from Human Judgments: Research Directions and Open Challenges


Emily Denton, Hansa Srinivasan, Dylan Baker, Jilin Chen, Alex Beutel, Tulsee Doshi, Ed H. Chi


A Human in the Loop is Not Enough: The Need for Human-Subject Experiments in Facial Recognition


Forough Poursabzi-Sangdeh, Samira Samadi, Jennifer Wortman Vaughan, Hanna Wallach


Responsible AI and Its Stakeholders


Gabriel Lima, Meeyoung Cha


Fair and Responsible AI: A Focus on the Ability to Contest


Henrietta Lyons, Eduardo Velloso, Tim Miller


Your AI Boss Says, "You are Fired, but Your Colleague Got Promoted!"


Hyanghee Park, Daehwan Ahn, Kartik Hosanagar, Joonhwan Lee


Exploring User Opinions of Fairness in Recommender Systems


Jessie Smith, Nasim Sonboli, Casey Fiesler, Robin Burke


Evidence-based Explanation to Promote Fairness in AI Systems


Juliana Jansen Ferreira, Mateus de Souza Monteiro


Participatory Problem Formulation for Fairer Machine Learning Through Community Based System Dynamics


Donald Martin Jr., Vinodkumar Prabhakaran, Jill Kuhlberg, Andrew Smart, William S. Issac


Need for Organizational Performance Metrics to Support Fairness in AI


Michael A. Madaio, Luke Stark, Jennifer Wortman Vaughan, Hanna Wallach


What Do Users Want in an Explanation?: User Preferences for AI Explainability in Context-Aware Systems


Morteza Behrooz, Julia Haines, Marco Zamarato, Paige Pritchard, Andrew Smart


Lessons from the Deployment of an Algorithmic Tool in Child Welfare


Riccardo Fogliato, Maria De-Arteaga, Alexandra Chouldechova


Trust Evolution Over Time in Explainable AI for Fake News Detection


Sina Mohseni, Fan Yang, Shiva Pentyala, Mengnan Du, Yi Liu, Nic Lupfer, Xia Hu, Shuiwang Ji, Eric Ragan


Harnessing Explanations to Bridge AI and Humans


Vivian Lai, Samuel Carton, Chenhao Tan


AI-Mediated Exchange Theory


Xiao Ma, Taylor W. Brown

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