Stability of Graph Convolutional Neural Networks to Stochastic
Perturbations

Stability of Graph Convolutional Neural Networks to Stochastic Perturbations

19 June 2021

Elvin Isufi

Alejandro Ribeiro

Papers citing "Stability of Graph Convolutional Neural Networks to Stochastic Perturbations"

5 / 5 papers shown

Title
On the Trade-Off between Stability and Representational Capacity in Graph Neural Networks Zhan Gao Amanda Prorok Elvin Isufi 22 1 0 04 Dec 2023
Decentralized Channel Management in WLANs with Graph Neural Networks Zhan Gao Yulin Shao Deniz Gunduz Amanda Prorok 24 11 0 30 Oct 2022
Space-Time Graph Neural Networks with Stochastic Graph Perturbations Samar Hadou Charilaos I. Kanatsoulis Alejandro Ribeiro 22 4 0 28 Oct 2022
On the Prediction Instability of Graph Neural Networks Max Klabunde Florian Lemmerich 38 5 0 20 May 2022
Convolutional Neural Network Architectures for Signals Supported on Graphs Fernando Gama A. Marques G. Leus Alejandro Ribeiro 120 284 0 01 May 2018