demographic parity

Bayes-Optimal Fair Classification with Linear Disparity Constraints via Pre-, In-, and Post-processing JMLR 2026 Bayes-Optimal Fair Classification with Multiple Sensitive Features AAAI 2026 Breaking the Dyadic Barrier: Rethinking Fairness in Link Prediction Beyond Demographic Parity AAAI 2026 Decomposing Direct and Indirect Biases in Linear Models Under Demographic Parity Constraint AAAI 2026 Decomposing Direct and Indirect Biases in Linear Models Under Demographic Parity Constraint (Student Abstract) AAAI 2026 Demographic Parity in Regression and Classification Within the Unawareness Framework JMLR 2026 Fairness Aware Reinforcement Learning via Proximal Policy Optimization AAAI 2026 Hyperbolic Relational Prompts for Intersectional Fairness in Medical VLMs CVPR 2026 Controllable Feature Whitening for Hyperparameter-Free Bias Mitigation ICCV 2025 First-Person Fairness in Chatbots ICLR 2025 Meta Optimality for Demographic Parity Constrained Regression via Post-Processing ICML 2025 Optimal Fair Learning Robust to Adversarial Distribution Shift ICML 2025 Towards Fairness Assessment of Dutch Hate Speech Detection ACL 2025 Towards Fairness with Limited Demographics via Disentangled Learning IJCAI 2025 Watching the AI Watchdogs: A Fairness and Robustness Analysis of AI Safety Moderation Classifiers NAACL 2025 Achieving Fairness through Separability: A Unified Framework for Fair Representation Learning AISTATS 2024 An Information-Flow Perspective on Algorithmic Fairness AAAI 2024 Bias and Diversity in Synthetic-Based Face Recognition WACV 2024 Chasing Fairness in Graphs: A GNN Architecture Perspective AAAI 2024 Enhancing Group Fairness in Online Settings Using Oblique Decision Forests ICLR 2024 Fairness guarantees in multi-class classification with demographic parity JMLR 2024 FairWASP: Fast and Optimal Fair Wasserstein Pre-processing AAAI 2024 Fair Wasserstein Coresets NeurIPS 2024 Learning Fair Policies for Multi-Stage Selection Problems from Observational Data AAAI 2024 On the Fairness ROAD: Robust Optimization for Adversarial Debiasing ICLR 2024