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The Master Algorithm: How the Quest for the Ultimate Learning Machine Will Remake Our World

. Basic Books, New York, (2015)

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Probabilistic Theorem Proving, and . Proc. 27th Conf. Uncertainty in AI, (2011)Lifted First-Order Belief Propagation, and . Proceedings of the Twenty-Third AAAI Conference on Artificial Intelligence, page 1094-1099. (2008)Relational Dynamic Bayesian Networks, , and . Journal of Artificial Intelligence Research, (2005)Amodal 3D Reconstruction for Robotic Manipulation via Stability and Connectivity., , , , , , and . CoRR, (2020)Exploiting Logical Structure in Lifted Probabilistic Inference, and . AAAI 2010 Workshop on Statististical and Relational Artificial Intelligence (STAR-AI), (2010)Self-Supervised Object-Level Deep Reinforcement Learning., and . CoRR, (2020)Reconciling Schemas of Disparate Data Sources, , and . SIGMOD Rec., 30 (2): 509--520 (June 2001)Sum-Product Networks: A New Deep Architecture, and . (2012)cite arxiv:1202.3732.A Tractable First-Order Probabilistic Logic., and . AAAI, AAAI Press, (2012)Ontology matching: a machine learning approach. Handbook of ontologies, , , and . chapter 18, page 385--404. (2004)