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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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AR-Boost: Reducing Overfitting by a Robust Data-Driven Regularization Strategy., , , , and . ECML/PKDD (3), volume 8190 of Lecture Notes in Computer Science, page 1-16. Springer, (2013)Predicting Drug-Drug Interactions from Heterogeneous Data: An Embedding Approach., , , , and . AIME, volume 12721 of Lecture Notes in Computer Science, page 252-257. Springer, (2021)Knowledge-Based Morphological Classification of Galaxies from Vision Features., , and . AAAI Workshops, volume WS-17 of AAAI Technical Report, AAAI Press, (2017)MapReduce Lifting for Belief Propagation., , and . StarAI@AAAI, volume WS-13-16 of AAAI Technical Report, AAAI, (2013)Exploiting Causal Independence in Markov Logic Networks: Combining Undirected and Directed Models., , , , , and . StarAI@AAAI, volume WS-10-06 of AAAI Technical Report, AAAI, (2010)Never Ending Reasoning and Learning: Opportunities and Challenges., and . AAAI Bridge Program, volume 208 of Proceedings of Machine Learning Research, page 71-74. PMLR, (2023)Classification from One Class of Examples for Relational Domains., , and . StarAI@AAAI, volume WS-14-13 of AAAI Technical Report, AAAI, (2014)Organizers.. StarAI@AAAI, volume WS-14-13 of AAAI Technical Report, AAAI, (2014)Discriminative Non-Parametric Learning of Arithmetic Circuits., , , and . PGM, volume 138 of Proceedings of Machine Learning Research, page 353-364. PMLR, (2020)EMG-Based Essential Tremor Detection Using PSD Features With Recurrent Feedforward Back Propogation Neural Network.. Int. J. E Health Medical Commun., 12 (6): 1-16 (2021)