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InTDS ArchivebyGustav Šír·Nov 29, 2022Towards Deep Learning for Relational DatabasesGeneralizing deep learning architectures for natural integration with principles and practice of relational databases.
InTDS ArchivebyGustav Šír·Feb 28, 2022Beyond Graph Neural Networks with PyNeuraLogicDifferentiable logic programming in Python for elegant encoding and extending of GNNs towards more complex deep relational models
InTDS ArchivebyGustav Šír·Feb 21, 2022From Graph ML to Deep Relational LearningIntegrating neural networks with relational learning to reach beyond the current state of structured deep learning models, such as GNNs.A response icon1A response icon1
InTDS ArchivebyGustav Šír·Feb 14, 2022What is Neural-Symbolic Integration?A survey into the history of combining symbolic AI with deep learning
InTDS ArchivebyGustav Šír·Feb 8, 2022What is Relational Machine Learning?A dive into fundamentals of learning representations beyond feature vectorsA response icon1A response icon1
