Fairness-Aware Graph Filter Design

Fairness-Aware Graph Filter Design

20 March 2023

Öykü Deniz Köse

Gonzalo Mateos

Papers citing "Fairness-Aware Graph Filter Design"

10 / 10 papers shown

Title
EDITS: Modeling and Mitigating Data Bias for Graph Neural Networks Yushun Dong Ninghao Liu B. Jalaeian Jundong Li 96 123 0 11 Aug 2021
The KL-Divergence between a Graph Model and its Fair I-Projection as a Fairness Regularizer Maarten Buyl T. D. Bie 40 25 0 02 Mar 2021
Graph signal processing for machine learning: A review and new perspectives Xiaowen Dong D. Thanou Laura Toni M. Bronstein P. Frossard 63 163 0 31 Jul 2020
Machine Learning on Graphs: A Model and Comprehensive Taxonomy Ines Chami Sami Abu-El-Haija Bryan Perozzi Christopher Ré Kevin Patrick Murphy 87 290 0 07 May 2020
Graphs, Convolutions, and Neural Networks: From Graph Filters to Graph Neural Networks Fernando Gama Elvin Isufi G. Leus Alejandro Ribeiro GNN 88 155 0 08 Mar 2020
Compositional Fairness Constraints for Graph Embeddings A. Bose William L. Hamilton FaML 67 259 0 25 May 2019
Stability Properties of Graph Neural Networks Fernando Gama Joan Bruna Alejandro Ribeiro 65 232 0 11 May 2019
Autoregressive Moving Average Graph Filtering Elvin Isufi Andreas Loukas Andrea Simonetto G. Leus 106 244 0 14 Feb 2016
The Emerging Field of Signal Processing on Graphs: Extending High-Dimensional Data Analysis to Networks and Other Irregular Domains D. Shuman S. K. Narang P. Frossard Antonio Ortega P. Vandergheynst 128 3,974 0 31 Oct 2012
Chebyshev Polynomial Approximation for Distributed Signal Processing D. Shuman P. Vandergheynst P. Frossard 84 154 0 10 May 2011