conftrace_

sensitive attribute

60 papers

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Co-occurring keywords · papers mentioning both

bias mitigation (10) representation learning (10) algorithmic fairness (9) causal inference (8) equalized odd (7) adversarial learning (7) fair machine learning (6) demographic parity (6) counterfactual fairness (5) fair representation learning (5)

Papers

Deep Fair Clustering for Visual Learning CVPR 2020 Minimax Pareto Fairness: A Multi Objective Perspective ICML 2020 Overlearning Reveals Sensitive Attributes ICLR 2020 Towards Threshold Invariant Fair Classification UAI 2020 Trade-offs and Guarantees of Adversarial Representation Learning for Information Obfuscation NeurIPS 2020 FAHT: An Adaptive Fairness-aware Decision Tree Classifier IJCAI 2019 Mitigating Information Leakage in Image Representations: A Maximum Entropy Approach CVPR 2019 Path-Specific Counterfactual Fairness AAAI 2019 Blind Justice: Fairness with Encrypted Sensitive Attributes ICML 2018 Nonconvex Optimization for Regression with Fairness Constraints ICML 2018