conftrace_

fairness constraint

125 papers

Explore in graph

Co-occurring keywords

algorithmic fairness (284) approximation algorithm (630) fair classification (55) demographic parity (75) constrained optimization (281) online learning (1777) fair clustering (43) group fairness (158) contextual bandit (381) k-center clustering (24)

Papers

Stochastic Methods for AUC Optimization subject to AUC-based Fairness Constraints AISTATS 2023
Generalized Disparate Impact for Configurable Fairness Solutions in ML ICML 2023
On the Cost of Demographic Parity in Influence Maximization AAAI 2023
Aleatoric and Epistemic Discrimination: Fundamental Limits of Fairness Interventions NIPS 2023
Small Total-Cost Constraints in Contextual Bandits with Knapsacks, with Application to Fairness NIPS 2023
Fair Short Paths in Vertex-Colored Graphs AAAI 2023
Mean Parity Fair Regression in RKHS AISTATS 2023
Reinforcement Learning with Stepwise Fairness Constraints AISTATS 2023
Improving Fairness in Information Exposure by Adding Links AAAI 2023
Faster Fair Machine via Transferring Fairness Constraints to Virtual Samples AAAI 2023
Fast Feature Selection with Fairness Constraints AISTATS 2023
Censored Fairness through Awareness AAAI 2023
Long-Term Fairness with Unknown Dynamics NIPS 2023
Interpretable and Fair Boolean Rule Sets via Column Generation JMLR 2023
Optimal and Fair Encouragement Policy Evaluation and Learning NIPS 2023
FEAMOE: Fair, Explainable and Adaptive Mixture of Experts IJCAI 2023
Doubly Fair Dynamic Pricing AISTATS 2023
Class Fairness in Online Matching AAAI 2023
On the Impossibility of Non-trivial Accuracy in Presence of Fairness Constraints AAAI 2022
Consistency of Constrained Spectral Clustering under Graph Induced Fair Planted Partitions NIPS 2022
Fair and Optimal Decision Trees: A Dynamic Programming Approach NIPS 2022
Optimal Transport of Classifiers to Fairness NIPS 2022
Calibrated Data-Dependent Constraints with Exact Satisfaction Guarantees NIPS 2022
Group-Aware Threshold Adaptation for Fair Classification AAAI 2022
Longitudinal Fairness with Censorship AAAI 2022