Search Results for author: Mikael Monet

Found 1 papers, 0 papers with code

The Logical Expressiveness of Graph Neural Networks

no code implementations ICLR 2020 Pablo Barceló, Egor V. Kostylev, Mikael Monet, Jorge Pérez, Juan Reutter, Juan Pablo Silva

We show that this class of GNNs is too weak to capture all FOC2 classifiers, and provide a syntactic characterization of the largest subclass of FOC2 classifiers that can be captured by AC-GNNs.

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