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cs.LO2026
Recursive querying of neural networks via weighted structures
Martin Grohe, Christoph Standke, Juno Steegmans +1
Expressive querying of machine learning models - viewed as a form of intentional data - enables their verification and interpretation using declarative languages, thereby making le…
cs.LO2024★ 1 cited
Are Targeted Messages More Effective?
Martin Grohe, Eran Rosenbluth
Graph neural networks (GNN) are deep learning architectures for graphs. Essentially, a GNN is a distributed message passing algorithm, which is controlled by parameters learned fro…