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

Efficient resource allocation with fairness constraints in restless multi-armed bandits UAI 2022
Calibrated Data-Dependent Constraints with Exact Satisfaction Guarantees NIPS 2022
Consistency of Constrained Spectral Clustering under Graph Induced Fair Planted Partitions NIPS 2022
Modification-Fair Cluster Editing AAAI 2022
Understanding Instance-Level Impact of Fairness Constraints ICML 2022
On the Impossibility of Non-trivial Accuracy in Presence of Fairness Constraints AAAI 2022
DiRe Committee : Diversity and Representation Constraints in Multiwinner Elections IJCAI 2022
Optimized Score Transformation for Consistent Fair Classification JMLR 2021
Achieving Fairness in the Stochastic Multi-Armed Bandit Problem JMLR 2021
Classification with abstention but without disparities UAI 2021
Algorithms for Fairness in Sequential Decision Making AISTATS 2021
Learning Fair Scoring Functions: Bipartite Ranking under ROC-based Fairness Constraints AISTATS 2021
Data-Driven Methods for Balancing Fairness and Efficiency in Ride-Pooling IJCAI 2021
Scalable and Stable Surrogates for Flexible Classifiers with Fairness Constraints NIPS 2021
Fairness constraint of Fuzzy C-means Clustering improves clustering fairness ACML 2021
District-Fair Participatory Budgeting AAAI 2021
Protecting the Protected Group: Circumventing Harmful Fairness AAAI 2021
Fair Classification with Noisy Protected Attributes: A Framework with Provable Guarantees ICML 2021
Differentially Private and Fair Deep Learning: A Lagrangian Dual Approach AAAI 2021
Bias-tolerant Fair Classification ACML 2021
Fair Classification with Adversarial Perturbations NIPS 2021
Finite-Trace and Generalized-Reactivity Specifications in Temporal Synthesis IJCAI 2021
Teaching the Old Dog New Tricks: Supervised Learning with Constraints AAAI 2021
Addressing Algorithmic Disparity and Performance Inconsistency in Federated Learning NIPS 2021
Fair Correlation Clustering AISTATS 2020