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 A Human-in-the-loop Framework to Construct Context-aware Mathematical
Notions of Outcome FairnessAAAI/ACM Conference on AI, Ethics, and Society (AIES), 2019 |
 Counterfactual Reasoning for Fair Clinical Risk PredictionMachine Learning in Health Care (MLHC), 2019 |
 Protecting the Protected Group: Circumventing Harmful FairnessAAAI Conference on Artificial Intelligence (AAAI), 2019 |
 On the Long-term Impact of Algorithmic Decision Policies: Effort
Unfairness and Feature Segregation through Social LearningInternational Conference on Machine Learning (ICML), 2019 |
 Noise-tolerant fair classificationNeural Information Processing Systems (NeurIPS), 2019 |
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