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Explaining Deep Tractable Probabilistic Models: The sum-product network case.

, , , , , and . PGM, volume 186 of Proceedings of Machine Learning Research, page 325-336. PMLR, (2022)

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Machine Learning for Personalized Medicine: Predicting Primary Myocardial Infarction from Electronic Health Records, , , , and . AI Magazine, 33 (4): 33--45 (2012)Learning Parameters for Relational Probabilistic Models with Noisy-Or Combining Rule., , , and . ICMLA, page 141-146. IEEE Computer Society, (2009)Generalized Regression Neural Network Predictors for Lossless EEG Signal Compression., and . CITA, page 53-55. (2003)Early Prediction of Coronary Artery Calcification Levels Using Machine Learning., , , , and . IAAI, page 1557-1562. AAAI, (2013)978-1-57735-615-8.Structure Learning for Relational Logistic Regression: An Ensemble Approach., , , , , , , and . KR, page 661-662. AAAI Press, (2018)A Decision-Theoretic Model of Assistance - Evaluation, Extensions and Open Problems., , , and . AAAI Spring Symposium: Interaction Challenges for Intelligent Assistants, page 90-97. AAAI, (2007)Pattern recognition of spectral entropy features for detection of alcoholic and control visual ERP's in multichannel EEGs., and . Brain Informatics, 4 (2): 147-158 (2017)Relational Restricted Boltzmann Machines: A Probabilistic Logic Learning Approach., , , , , and . ILP, volume 10759 of Lecture Notes in Computer Science, page 94-111. Springer, (2017)Human-Guided Learning of Column Networks: Augmenting Deep Learning with Advice., , , , and . CoRR, (2019)A Machine Learning Pipeline for Three-Way Classification of Alzheimer Patients from Structural Magnetic Resonance Images of the Brain., , , , , , , , and . ICMLA (1), page 203-208. IEEE, (2012)