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

Decomposing Direct and Indirect Biases in Linear Models Under Demographic Parity Constraint AAAI 2026
Breaking the Dyadic Barrier: Rethinking Fairness in Link Prediction Beyond Demographic Parity AAAI 2026
Fairness Aware Reinforcement Learning via Proximal Policy Optimization AAAI 2026
Decomposing Direct and Indirect Biases in Linear Models Under Demographic Parity Constraint (Student Abstract) AAAI 2026
Bayes-Optimal Fair Classification with Multiple Sensitive Features AAAI 2026
Controllable Feature Whitening for Hyperparameter-Free Bias Mitigation ICCV 2025
Towards Fairness Assessment of Dutch Hate Speech Detection ACL 2025
Watching the AI Watchdogs: A Fairness and Robustness Analysis of AI Safety Moderation Classifiers NAACL 2025
Towards Fairness with Limited Demographics via Disentangled Learning IJCAI 2025
On the Vulnerability of Fairness Constrained Learning to Malicious Noise AISTATS 2024
Achieving Fairness through Separability: A Unified Framework for Fair Representation Learning AISTATS 2024
Regression under demographic parity constraints via unlabeled post-processing NIPS 2024
An Information-Flow Perspective on Algorithmic Fairness AAAI 2024
FairWASP: Fast and Optimal Fair Wasserstein Pre-processing AAAI 2024
Fairness guarantees in multi-class classification with demographic parity JMLR 2024
Studying and Mitigating Biases in Sign Language Understanding Models EMNLP 2024
Learning Fair Policies for Multi-Stage Selection Problems from Observational Data AAAI 2024
Chasing Fairness in Graphs: A GNN Architecture Perspective AAAI 2024
Towards Harmless Rawlsian Fairness Regardless of Demographic Prior NIPS 2024
Fair Wasserstein Coresets NIPS 2024
Bias and Diversity in Synthetic-Based Face Recognition WACV 2024
Deep Learning on a Healthy Data Diet: Finding Important Examples for Fairness AAAI 2023
Chasing Fairness Under Distribution Shift: A Model Weight Perturbation Approach NIPS 2023
Superhuman Fairness ICML 2023
Intersectionality and Testimonial Injustice in Medical Records ACL 2023