PinnedGustav ŠírinPredictFive human dangers of Artificial Intelligencefrom the perspective of a simple AI researcher51 min read·Apr 27, 2023--1--1
Gustav ŠírinTowards Data ScienceTowards Deep Learning for Relational DatabasesGeneralizing deep learning architectures for natural integration with principles and practice of relational databases.18 min read·Nov 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 models15 min read·Feb 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.19 min read·Feb 21, 2022--1--1
Gustav ŠírinTowards Data ScienceWhat is Neural-Symbolic Integration?A survey into the history of combining symbolic AI with deep learning14 min read·Feb 14, 2022----
Gustav ŠírinTowards Data ScienceWhat is Relational Machine Learning?A dive into fundamentals of learning representations beyond feature vectors12 min read·Feb 8, 2022--1--1
