conftrace_

fair clustering

43 papers

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Co-occurring keywords

approximation algorithm (630) fairness constraint (125) clustering algorithm (206) k-means clustering (235) k-center clustering (24) group fairness (158) k-median clustering (31) individual fairness (55) data summarization (37) protected group (11)

Papers

Generalizing Fair Clustering to Multiple Groups: Algorithms and Applications AAAI 2026
Improved Streaming Algorithm for Fair k-Center Clustering AAAI 2026
Matrix Editing Meets Fair Clustering: Parameterized Algorithms and Complexity AAAI 2026
A General Anchor-Based Framework for Scalable Fair Clustering AAAI 2026
Fair Model-based Clustering AAAI 2026
Parameterized Approximation Algorithm for Doubly Constrained Fair Clustering IJCAI 2025
Improved Fixed-Parameter Bounds for Min-Sum-Radii and Diameters k-Clustering and Their Fair Variants AAAI 2025
Deep Fair Multi-View Clustering with Attention KAN CVPR 2025
Towards Fairer Centroids in K-means Clustering AAAI 2024
Scalable Algorithms for Individual Preference Stable Clustering AISTATS 2024
Fair k-center Clustering with Outliers AISTATS 2024
Parameterized Approximation Schemes for Fair-Range Clustering NIPS 2024
Towards a Theoretical Understanding of Why Local Search Works for Clustering with Fair-Center Representation AAAI 2024
Improved Approximation for Fair Correlation Clustering AISTATS 2023
Scalable Spectral Clustering with Group Fairness Constraints AISTATS 2023
Approximation Algorithms for Fair Range Clustering ICML 2023
Generalized Reductions: Making any Hierarchical Clustering Fair and Balanced with Low Cost ICML 2023
Fast and Differentially Private Fair Clustering IJCAI 2023
Doubly Constrained Fair Clustering NIPS 2023
Fair, Polylog-Approximate Low-Cost Hierarchical Clustering NIPS 2023
Improved Approximation Algorithms for Individually Fair Clustering AISTATS 2022
On Coresets for Fair Regression and Individually Fair Clustering AISTATS 2022
Coreset for Line-Sets Clustering NIPS 2022
Dependent randomized rounding for clustering and partition systems with knapsack constraints JMLR 2022
Fair and Fast k-Center Clustering for Data Summarization ICML 2022