52 citations · 73 across the 16 of their papers we have counts for
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cs.LG2023★ 1 cited
Identifying Reasons for Bias: An Argumentation-Based Approach
Madeleine Waller, Odinaldo Rodrigues, Oana Cocarascu
As algorithmic decision-making systems become more prevalent in society, ensuring the fairness of these systems is becoming increasingly important. Whilst there has been substantia…
cs.LG2023★ 2 cited
Bias Mitigation Methods for Binary Classification Decision-Making Systems: Survey and Recommendations
Madeleine Waller, Odinaldo Rodrigues, Oana Cocarascu
Bias mitigation methods for binary classification decision-making systems have been widely researched due to the ever-growing importance of designing fair machine learning processe…