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Workshop

Workshop on Mitigating AI Bias in Context

Workshop Recording

The recording for this workshop is now available.

Presentation Slideshows

Beyond Measurement: Lessons in Mitigating Algorithmic Bias in Consumer Finance and Healthcare
Nicholas Schmidt
Bias and Error in Human, AI Technology, and Their Interactions in Distributed Cognition
Dr. Itiel Dror
Carative AI
Kush R. Varshney
End-to-End Robust and Trustworthy AI Solutions
Dr. Alexander Amini
Explainable Fairness: A Framework
ORCAA
Fairlearn: Putting AI Fairness Research into Practice
Miroslav Dudik
Machine Learning Explainability & Fairness: Insights from Consumer Lending
FinRegLab; Laura Blattner; Jann Spiess
Provably Debiasing Machine Learning Datasets
Mislav Balunovic
Understanding Fairness Issues in Machine Unlearning and User Interfaces
Jieshan Chen
Workshop on Mitigating AI Bias in Context: Overview & Background
Apostol Vassilev, Ph.D.