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 Properties of fairness measures in the context of varying class imbalance and protected group ratiosACM Transactions on Knowledge Discovery from Data (TKDD), 2024 |
 From Hope to Safety: Unlearning Biases of Deep Models via Gradient
Penalization in Latent SpaceAAAI Conference on Artificial Intelligence (AAAI), 2023 |
 Fairness in Machine Learning: A SurveyACM Computing Surveys (ACM CSUR), 2020 |
 Towards Best Practice in Explaining Neural Network Decisions with LRPIEEE International Joint Conference on Neural Network (IJCNN), 2019 |
 A Survey on Bias and Fairness in Machine LearningACM Computing Surveys (ACM CSUR), 2019 |
 Equality of Opportunity in Supervised LearningNeural Information Processing Systems (NeurIPS), 2016 |
 Deep Learning Face Attributes in the WildIEEE International Conference on Computer Vision (ICCV), 2014 |
 Automated Experiments on Ad Privacy Settings: A Tale of Opacity, Choice,
and DiscriminationProceedings on Privacy Enhancing Technologies (PoPETs), 2014 |
