conftrace_

demographic parity

75 papers

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Also known as

DP

Co-occurring keywords

algorithmic fairness (284) equalized odd (31) group fairness (158) fairness constraint (125) counterfactual fairness (39) bias mitigation (500) fair classification (55) equal opportunity (13) causal inference (1630) fairness metric (48)

Papers

Causal Context Connects Counterfactual Fairness to Robust Prediction and Group Fairness NIPS 2023
Demographic Parity Constrained Minimax Optimal Regression under Linear Model NIPS 2023
Superhuman Fairness ICML 2023
Deep Learning on a Healthy Data Diet: Finding Important Examples for Fairness AAAI 2023
Fair learning with Wasserstein barycenters for non-decomposable performance measures AISTATS 2023
Chasing Fairness Under Distribution Shift: A Model Weight Perturbation Approach NIPS 2023
Mitigating Source Bias for Fairer Weak Supervision NIPS 2023
The Measure and Mismeasure of Fairness JMLR 2023
Counterfactual Fairness Is Basically Demographic Parity AAAI 2023
Fair Survival Time Prediction via Mutual Information Minimization MLHC 2023
Social Bias Meets Data Bias: The Impacts of Labeling and Measurement Errors on Fairness Criteria AAAI 2023
On the Cost of Demographic Parity in Influence Maximization AAAI 2023
Fairness Transferability Subject to Bounded Distribution Shift NIPS 2022
Fairness without the Sensitive Attribute via Causal Variational Autoencoder IJCAI 2022
Understanding Instance-Level Impact of Fairness Constraints ICML 2022
Active fairness auditing ICML 2022
Self-Supervised Fair Representation Learning without Demographics NIPS 2022
Learning fair representation with a parametric integral probability metric ICML 2022
Group-Aware Threshold Adaptation for Fair Classification AAAI 2022
Balancing out Bias: Achieving Fairness Through Balanced Training EMNLP 2022
Fairness-Aware Adversarial Perturbation Towards Bias Mitigation for Deployed Deep Models CVPR 2022
Conformalized Fairness via Quantile Regression NIPS 2022
Pushing the limits of fairness impossibility: Who's the fairest of them all? NIPS 2022
Fair Infinitesimal Jackknife: Mitigating the Influence of Biased Training Data Points Without Refitting NIPS 2022
Are Two Heads the Same as One? Identifying Disparate Treatment in Fair Neural Networks NIPS 2022