On the correspondence between monotonic max-sum GNNs and datalog
Although there has been significant interest in applying machine learning techniques to structured data, the expressivity (i.e., a description of what can be learned) of such techniques is still poorly understood. In this paper, we study data transformations based on graph neural networks (GNNs). Fi...
| Asıl Yazarlar: | , , , |
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| Materyal Türü: | Conference item |
| Dil: | English |
| Baskı/Yayın Bilgisi: |
Association for Computing Machinery
2023
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On the correspondence between monotonic max-sum GNNs and Datalog
Baskı/Yayın Bilgisi 2023
Conference item