Bias Mitigation in Data Sets
Shea Brown, Ryan Carrier, Merve Hickok, Adam Leon Smith · 2021
Tackling sample bias, Non-Response Bias, CognitiveBias, and disparate impact associated with Protected Categories in three parts/papers, data, algorithm construction, and output impact. This paper covers the Data section.