PinnedGustav ŠírinPredictFive human dangers of Artificial Intelligencefrom the perspective of a simple AI researcherApr 27, 20231Apr 27, 20231
Gustav ŠírinTowards Data ScienceTowards Deep Learning for Relational DatabasesGeneralizing deep learning architectures for natural integration with principles and practice of relational databases.Nov 29, 2022Nov 29, 2022
Gustav ŠírinTowards Data ScienceBeyond Graph Neural Networks with PyNeuraLogicDifferentiable logic programming in Python for elegant encoding and extending of GNNs towards more complex deep relational modelsFeb 28, 2022Feb 28, 2022
Gustav ŠírinTowards Data ScienceFrom 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.Feb 21, 20221Feb 21, 20221
Gustav ŠírinTowards Data ScienceWhat is Neural-Symbolic Integration?A survey into the history of combining symbolic AI with deep learningFeb 14, 2022Feb 14, 2022
Gustav ŠírinTowards Data ScienceWhat is Relational Machine Learning?A dive into fundamentals of learning representations beyond feature vectorsFeb 8, 20221Feb 8, 20221
