Fair & Responsible AI Workshop @ CHI2020
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Evidence-based Explanation to Promote Fairness in AI Systems
Publication
Abstract As Artificial Intelligence (AI) technology gets more intertwined with every system, people are using AI to make decisions on the...
On the Nature of Bias Percolation: Assessing Multiaxial Collaboration in Human-AI Systems
Publication
Abstract Because most machine learning (ML) models are trained and evaluated in isolation, we understand little regarding their impact on...
Crowdworkers Are Not Judges: Rethinking Crowdsourced VignetteStudies as a Risk Assessment Evaluation Technique
Publication
Abstract Algorithmic risk assessments are widely deployed as judicial decision-support tools in the U.S. criminal justice system. A revie...