Skip to content
conftrace_

fairness regularization

9 papers

Explore in graph

Co-occurring keywords · papers mentioning both

counterfactual fairness (2) disentangled representation (2) fair classification (2) domain adaptation (2) bias quantification (1) demographic disparity (1) fairness measure (1) model auditing (1) kernel methods (1) conditional demographic parity (1)

Papers

Auditing and Enforcing Conditional Fairness via Optimal Transport AAAI 2025 Federated Rényi Fair Inference in Federated Heterogeneous System UAI 2025 Fair Kernel K-Means: from Single Kernel to Multiple Kernel NeurIPS 2024 fairret: a Framework for Differentiable Fairness Regularization Terms ICLR 2024 Towards Counterfactual Fairness-aware Domain Generalization in Changing Environments IJCAI 2024 Re-weighting Based Group Fairness Regularization via Classwise Robust Optimization ICLR 2023 Fairness without Imputation: A Decision Tree Approach for Fair Prediction with Missing Values AAAI 2022 Gradual (In)Compatibility of Fairness Criteria AAAI 2022 Counterfactual Fairness with Disentangled Causal Effect Variational Autoencoder AAAI 2021