conftrace_

fairness constraint

125 papers

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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

Decomposing Direct and Indirect Biases in Linear Models Under Demographic Parity Constraint (Student Abstract) AAAI 2026
Decomposing Direct and Indirect Biases in Linear Models Under Demographic Parity Constraint AAAI 2026
Bi-Level Contextual Bandits for Individualized Resource Allocation Under Delayed Feedback AAAI 2026
Optimisation Problems in Constrained Machine Learning AAAI 2026
OxEnsemble: Fair Ensembles for Low-Data Classification MIDL 2026
Fairness-Aware Design for Contextual Experiments: Guaranteeing Reliability and Equity in Heterogeneous Subgroups AAAI 2026
High School Course Scheduling: Student Preferences and Fairness Constraints (Student Abstract) AAAI 2025
Fair Submodular Maximization over a Knapsack Constraint IJCAI 2025
Fair Incomplete Multi-View Clustering via Distribution Alignment IJCAI 2025
Fair Summarization: Bridging Quality and Diversity in Extractive Summaries NAACL 2025
Proportionally Fair Matching via Randomized Rounding AAAI 2025
Improved Rank Aggregation Under Fairness Constraint IJCAI 2025
Online Restless Multi-Armed Bandits with Long-Term Fairness Constraints AAAI 2024
Parameterized Approximation Schemes for Fair-Range Clustering NIPS 2024
Fairness with Censorship: Bridging the Gap between Fairness Research and Real-World Deployment AAAI 2024
Positivity-free Policy Learning with Observational Data AISTATS 2024
Stochastic-Constrained Stochastic Optimization with Markovian Data JMLR 2024
OxonFair: A Flexible Toolkit for Algorithmic Fairness NIPS 2024
On the Vulnerability of Fairness Constrained Learning to Malicious Noise AISTATS 2024
Fair k-center Clustering with Outliers AISTATS 2024
Imposing Fairness Constraints in Synthetic Data Generation AISTATS 2024
Consistent Multiclass Algorithms for Complex Metrics and Constraints JMLR 2024
Doubly Fair Dynamic Pricing AISTATS 2023
Stochastic Methods for AUC Optimization subject to AUC-based Fairness Constraints AISTATS 2023
Subset Selection Based On Multiple Rankings in the Presence of Bias: Effectiveness of Fairness Constraints for Multiwinner Voting Score Functions ICML 2023