Graph Attention Network for Node Regression on Random Geometric Graphs with Erdős--Rényi contamination

Somak Laha, Suqi Liu, Morgane Austern

Graph attention networks (GATs) are widely used and often appear robust to noise in node covariates and edges, yet rigorous statistical guarantees demonstrating a provable advantag…