Distributional Individual Fairness in Clustering

Distributional Individual Fairness in Clustering

22 June 2020

Nihesh Anderson

Yang Liu

ArXiv (abs)PDF HTML

Papers citing "Distributional Individual Fairness in Clustering"

5 / 5 papers shown

Title
Constant Approximation for Individual Preference Stable Clustering Anders Aamand Justin Y. Chen Allen Liu Sandeep Silwal Pattara Sukprasert A. Vakilian Fred Zhang 40 4 0 28 Sep 2023
On consistency of constrained spectral clustering under representation-aware stochastic block model Shubham Gupta Ambedkar Dukkipati 80 1 0 03 Mar 2022
A New Notion of Individually Fair Clustering: $α$ -Equitable $k$ -Center D. Chakrabarti John P. Dickerson Seyed-Alireza Esmaeili A. Srinivasan Leonidas Tsepenekas FaML FedML 53 23 0 09 Jun 2021
Consistency of Constrained Spectral Clustering under Graph Induced Fair Planted Partitions Shubham Gupta Ambedkar Dukkipati 64 8 0 08 May 2021
Fairness, Semi-Supervised Learning, and More: A General Framework for Clustering with Stochastic Pairwise Constraints Brian Brubach D. Chakrabarti John P. Dickerson A. Srinivasan Leonidas Tsepenekas 59 22 0 02 Mar 2021