Sound Logical Explanations for Mean Aggregation Graph Neural Networks

This research establishes a formal framework for monotonic logical rules in mean-aggregation Graph Neural Networks, ensuring soundness through non-negative e...

Level: expert

By Matthew Morris, Ian Horrocks

Category: research