580 citations · 851 across the 6 of their papers we have counts for
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cs.LG2018★ 26 cited
Investigating Human + Machine Complementarity for Recidivism Predictions
Sarah Tan, Julius Adebayo, Kori Inkpen +1
When might human input help (or not) when assessing risk in fairness domains? Dressel and Farid (2018) asked Mechanical Turk workers to evaluate a subset of defendants in the ProPu…
cs.LG2016★ 47 cited
Iterative Orthogonal Feature Projection for Diagnosing Bias in Black-Box Models
Julius Adebayo, Lalana Kagal
Predictive models are increasingly deployed for the purpose of determining access to services such as credit, insurance, and employment. Despite potential gains in productivity and…