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KFC: A Scalable Approximation Algorithm for $k$ -center Fair Clustering

Neural Information Processing Systems (NeurIPS), 2020

26 October 2020

Elfarouk Harb

Hoi Shan Lam

ArXiv (abs)PDF HTML

Papers citing "KFC: A Scalable Approximation Algorithm for $k$-center Fair Clustering"

9 / 9 papers shown

Fair Clustering with Minimum Representation Constraints

Connor Lawless

Oktay Gunluk

262

04 Sep 2024

$Approximating Fair $k$-Min-Sum-Radii in $\mathbb{R}^d$$

Approximating Fair

k

-Min-Sum-Radii in

\mathbb{R}^d

Workshop on Approximation and Online Algorithms (WAOA), 2023

213

02 Sep 2023

Fair Minimum Representation Clustering

Connor Lawless

Oktay Gunluk

FaML

370

06 Feb 2023

Robust Fair Clustering: A Novel Fairness Attack and Defense FrameworkInternational Conference on Learning Representations (ICLR), 2022

566

04 Oct 2022

Individual Preference Stability for ClusteringInternational Conference on Machine Learning (ICML), 2022

Saba Ahmadi

Pranjal Awasthi

Samir Khuller

Matthäus Kleindessner

Jamie Morgenstern

Pattara Sukprasert

A. Vakilian

376

07 Jul 2022

Tight FPT Approximation for Constrained k-Center and k-Supplier

Dishant Goyal

Ragesh Jaiswal

210

27 Oct 2021

A Sociotechnical View of Algorithmic FairnessInformation Systems Journal (ISJ), 2021

237

139

27 Sep 2021

Efficient Algorithms For Fair Clustering with a New Fairness Notion

512

02 Sep 2021

Consistency of Constrained Spectral Clustering under Graph Induced Fair Planted PartitionsNeural Information Processing Systems (NeurIPS), 2021

Shubham Gupta

Ambedkar Dukkipati

336

08 May 2021

KFC: A Scalable Approximation Algorithm for kkk-center Fair Clustering

Papers citing "KFC: A Scalable Approximation Algorithm for $k$-center Fair Clustering"

KFC: A Scalable Approximation Algorithm for $k$ -center Fair Clustering