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...

সম্পূর্ণ বিবরণ

গ্রন্থ-পঞ্জীর বিবরন
প্রধান লেখক: Tena Cucala, D, Cuenca Grau, B, Motik, B, Kostylev, EV
বিন্যাস: Conference item
ভাষা:English
প্রকাশিত: Association for Computing Machinery 2023