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    AAAI
    2010
    236views Intelligent Agents» more  AAAI 2010»
    Efficient Belief Propagation for Utility Maximization and Repeated Inference
    13 years 6 months ago
    Efficient Belief Propagation for Utility Maximization and Repeated Inference
    Download  www.cs.washington.edu
    Many problems require repeated inference on probabilistic graphical models, with different values for evidence variables or other changes. Examples of such problems include utilit...
    Aniruddh Nath, Pedro Domingos
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    SODA
    2010
    ACM
    164views Algorithms» more  SODA 2010»
    Differentially Private Approximation Algorithms
    14 years 2 months ago
    Differentially Private Approximation Algorithms
    Download  www.cs.cmu.edu
    Consider the following problem: given a metric space, some of whose points are "clients," select a set of at most k facility locations to minimize the average distance f...
    Anupam Gupta, Katrina Ligett, Frank McSherry, Aaro...
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