Robust Graph Neural Networks via Probabilistic Lipschitz Constraints

Raghu Arghal, Eric Lei, Shirin Saeedi Bidokhti

Graph neural networks (GNNs) have recently been demonstrated to perform well on a variety of network-based tasks such as decentralized control and resource allocation, and provide…