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Statistical Relational Artificial Intelligence: Logic, Probability, and Computation

, , , and . Synthesis Lectures on Artificial Intelligence and Machine Learning Morgan & Claypool Publishers, (2016)

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Conditional Sum-Product Networks: Imposing Structure on Deep Probabilistic Architectures., , , , , , and . CoRR, (2019)Graph Enhanced Memory Networks for Sentiment Analysis., , and . ECML/PKDD (1), volume 10534 of Lecture Notes in Computer Science, page 374-389. Springer, (2017)Learning to play the Chess Variant Crazyhouse above World Champion Level with Deep Neural Networks and Human Data., , , , and . CoRR, (2019)Faster Attend-Infer-Repeat with Tractable Probabilistic Models., , and . ICML, volume 97 of Proceedings of Machine Learning Research, page 5966-5975. PMLR, (2019)Matrix- and Tensor Factorization for Game Content Recommendation., , , , and . Künstliche Intell., 34 (1): 57-67 (2020)Semantic Interpretation of Multi-Modal Human-Behaviour Data - Making Sense of Events, Activities, Processes., and . Künstliche Intell., 31 (4): 317-320 (2017)Alfie: An Interactive Robot with a Moral Compass., , , and . CoRR, (2020)Guest editorial to the special issue on inductive logic programming, mining and learning in graphs and statistical relational learning., , , , , and . Mach. Learn., 83 (2): 133-135 (2011)Padé Activation Units: End-to-end Learning of Flexible Activation Functions in Deep Networks, , and . (2019)cite arxiv:1907.06732Comment: 12 Pages, 6 Figures.Towards Discovering Structural Signatures of Protein Folds Based on Logical Hidden Markov Models., , , and . Pacific Symposium on Biocomputing, page 192-203. (2003)