Towards Cohesion-Fairness Harmony: Contrastive Regularization in Individual Fair Graph Clustering

16 February 2024

Papers citing "Towards Cohesion-Fairness Harmony: Contrastive Regularization in Individual Fair Graph Clustering"

7 / 7 papers shown

Title
Multi-dimensional discrimination in Law and Machine Learning -- A comparative overview Arjun Roy J. Horstmann Eirini Ntoutsi FaML 55 20 0 12 Feb 2023
Scalable Spectral Clustering with Group Fairness Constraints Ji Wang Ding Lu Ian Davidson Z. Bai 97 18 0 28 Oct 2022
Consistency of Constrained Spectral Clustering under Graph Induced Fair Planted Partitions Shubham Gupta Ambedkar Dukkipati 33 8 0 08 May 2021
Graph Clustering with Graph Neural Networks Anton Tsitsulin John Palowitch Bryan Perozzi Emmanuel Müller GNN AI4CE 97 267 0 30 Jun 2020
Operationalizing Individual Fairness with Pairwise Fair Representations Preethi Lahoti Krishna P. Gummadi Gerhard Weikum FaML 80 101 0 02 Jul 2019
Fair Clustering Through Fairlets Flavio Chierichetti Ravi Kumar Silvio Lattanzi Sergei Vassilvitskii FaML 73 437 0 15 Feb 2018
A Tutorial on Spectral Clustering U. V. Luxburg 290 10,543 0 01 Nov 2007