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...

وصف كامل

التفاصيل البيبلوغرافية
المؤلفون الرئيسيون: Tena Cucala, D, Cuenca Grau, B, Motik, B, Kostylev, EV
التنسيق: Conference item
اللغة:English
منشور في: Association for Computing Machinery 2023