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Symmetric Collaborative Filtering Using the Noisy Sensor Mode

, and . Proc. Eighteenth Conference on Uncertainty in Artificial Intelligence (UAI-2001), Seattle, (2001)

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Search for computing posterior probabilities in Bayesian networks. Technical Report, 92-24. Department of Computer Science, University of British Columbia, (September 1992)The Use of Logic. Computational Intelligence, 3 (3): 205--206 (1987)Commentary on D. McDermott, ``A critique of pure reason''..Efficient Model-based Diagnosis: Searching in Bayesian Networks. Proc.\ Third International Workshop on the Principles of Diagnosis, page 159--168. Rosario, Washington, (October 1992)Probabilistic conflicts in a search algorithm for estimating posterior probabilities in Bayesian networks. Artificial Intelligence, (1996)Exploring Locality for Bayesian Networks in Large Expert Systems, , and . Proc.\ Eighth Conf.\ on Uncertainty in Artificial Intelligence (UAI-92), page 344--351. Stanford, CA, (July 1992)Exploiting Contextual Independence and Approximation in Belief Network Inference. Technical Report, (1997)Computing Optimal Policies for Partially Observable Markov Decision Processes using Compact Representations, and . Proceedings of the AAAI, Portland, OR, (1996)Abducing through Negation as Failure: Stable models within the independent choice framework. Technical Report, ??. Department of Computer Science, University of British Columbia, (July 1994)A Framework for U-graph Based Path Planning, and . Proc.\ 2nd Pacific Rim International Conference on Artificial Intelligence, page 287--293. Seoul, Korea, (September 1992)Logic Programming, Abduction and Probability: A Top-Down Anytime Algorithm for Computing Prior and Posterior Probabilities. New Generation Computing, 11 (3--4): 377--400 (1993)