Abstract: Graph Neural Networks (GNNs) have demonstrated remarkable performance across various domains. Sample-based training, a practical strategy for training on large-scale graphs, often faces time ...

Abstract: Sampling process is one of the most important part in acquiring information in a measurement system. This article presents an analysis of the sampling of a measured signal that originally ...