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...
Những tác giả chính: | , , , |
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Định dạng: | Conference item |
Ngôn ngữ: | English |
Được phát hành: |
Association for Computing Machinery
2023
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