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A General Method for Reducing the Complexity of Relational Inference and its Application to MCMC.

, , and . AAAI, page 1075-1080. AAAI Press, (2008)

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The Sum-Product Theorem: A Foundation for Learning Tractable Models., and . ICML, volume 48 of JMLR Workshop and Conference Proceedings, page 1909-1918. JMLR.org, (2016)Learning from Networks of Examples., and . EPIA, volume 2902 of Lecture Notes in Computer Science, page 5. Springer, (2003)Recursive Random Fields., and . IJCAI, page 950-955. (2007)Catching up with the Data: Research Issues in Mining Data Streams., and . DMKD, (2001)Learning Arithmetic Circuits, and . CoRR, (2012)Markov Logic in Infinite Domains, and . CoRR, (2012)MetaCost: A General Method for Making Classifiers Cost-Sensitive.. KDD, page 155-164. ACM, (1999)Adversarial classification., , , , and . KDD, page 99-108. ACM, (2004)Bottom-Up Learning of Markov Network Structure., and . ICML, page 271-278. Omnipress, (2010)Structured Message Passing., and . UAI, AUAI Press, (2013)