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...

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Xehetasun bibliografikoak
Egile Nagusiak: Tena Cucala, D, Cuenca Grau, B, Motik, B, Kostylev, EV
Formatua: Conference item
Hizkuntza:English
Argitaratua: Association for Computing Machinery 2023