Graph Neural Networks: Learning from Connections, Not Just Data

30/09/2025 31 min Temporada 1 Episodio 10

Listen "Graph Neural Networks: Learning from Connections, Not Just Data"

Episode Synopsis

This episode breaks down what graph neural networks (GNNs) are and why they matter. You’ll learn how GNNs use nodes and edges to represent relationships and how message passing lets models make sense of social, biological, and networked data. We’ll also cover recent advancements like PGNN for multi-modal graphs and common pitfalls like scalability and over-smoothing.