conftrace_

sensitive attribute

44 papers

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Co-occurring keywords

bias mitigation (500) representation learning (6206) algorithmic fairness (284) adversarial learning (1595) fair machine learning (46) fair representation learning (19) equalized odd (31) graph neural network (3962) fair representation (26) mutual information (724)

Papers

Does Representational Fairness Imply Empirical Fairness? AACL 2022
Delivering Fairness in Human Resources AI: Mutual Information to the Rescue IJCNLP 2022
Counterfactual Fairness with Partially Known Causal Graph NIPS 2022
Detect and Perturb: Neutral Rewriting of Biased and Sensitive Text via Gradient-based Decoding EMNLP 2021
Fairness-aware News Recommendation with Decomposed Adversarial Learning AAAI 2021
Fair Representations by Compression AAAI 2021
Differentially Private and Fair Deep Learning: A Lagrangian Dual Approach AAAI 2021
Addressing fairness in classification with a model-agnostic multi-objective algorithm UAI 2021
A General Approach to Fairness with Optimal Transport AAAI 2020
Deep Fair Clustering for Visual Learning CVPR 2020
Trade-offs and Guarantees of Adversarial Representation Learning for Information Obfuscation NIPS 2020
Achieving Equalized Odds by Resampling Sensitive Attributes NIPS 2020
Minimax Pareto Fairness: A Multi Objective Perspective ICML 2020
Towards Threshold Invariant Fair Classification UAI 2020
Mitigating Information Leakage in Image Representations: A Maximum Entropy Approach CVPR 2019
FAHT: An Adaptive Fairness-aware Decision Tree Classifier IJCAI 2019
Path-Specific Counterfactual Fairness AAAI 2019
Nonconvex Optimization for Regression with Fairness Constraints ICML 2018
Blind Justice: Fairness with Encrypted Sensitive Attributes ICML 2018