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Tractable Learning for Structured Probability Spaces: A Case Study in Learning Preference Distributions.

, , and . IJCAI, page 2861-2868. AAAI Press, (2015)

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Probability Distributions over Structured Spaces., , and . AAAI Spring Symposia, AAAI Press, (2015)Using Recursive Decomposition to Construct Elimination Orders, Jointrees, and Dtrees., and . ECSQARU, volume 2143 of Lecture Notes in Computer Science, page 180-191. Springer, (2001)FPGA Acceleration of Probabilistic Sentential Decision Diagrams with High-level Synthesis., , , , and . ACM Trans. Reconfigurable Technol. Syst., 16 (2): 18:1-18:22 (June 2023)On the revision of probabilistic beliefs using uncertain evidence., and . Artif. Intell., 163 (1): 67-90 (2005)A Logical Notion of Conditional Independence: Properties and Application.. Artif. Intell., 97 (1-2): 45-82 (1997)On a Discrete Dirichlet Model, and . The Fifth European Workshop on Probabilistic Graphical Models, (2010)On the (Complete) Reasons Behind Decisions., and . J. Log. Lang. Inf., 32 (1): 63-88 (March 2023)Open-world probabilistic databases: Semantics, algorithms, complexity., , and . Artif. Intell., (2021)Reports of the 2016 AAAI Workshop Program., , , , , , , , , and 25 other author(s). AI Mag., 37 (3): 99-108 (2016)On Quantifying Literals in Boolean Logic and Its Applications to Explainable AI., and . CoRR, (2021)