conftrace_

fair regression

8 papers

Explore in graph

Co-occurring keywords

demographic parity (75) statistical parity (15) wasserstein barycenter (46) optimal transport (948) sensitivity score (1) mean parity fairness (1) fairness-accuracy tradeoff (3) covariance-based fairness (1) individually fair clustering (3) sensitivity sampling (10)

Papers

Regression under demographic parity constraints via unlabeled post-processing NIPS 2024
Equal Opportunity of Coverage in Fair Regression NIPS 2023
Fair learning with Wasserstein barycenters for non-decomposable performance measures AISTATS 2023
Mean Parity Fair Regression in RKHS AISTATS 2023
On Coresets for Fair Regression and Individually Fair Clustering AISTATS 2022
Fair regression with Wasserstein barycenters NIPS 2020
Fair regression via plug-in estimator and recalibration with statistical guarantees NIPS 2020
Fair Regression: Quantitative Definitions and Reduction-Based Algorithms ICML 2019