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    COLT
    2007
    Springer
    118views Machine Learning» more  COLT 2007»
    Learning Large-Alphabet and Analog Circuits with Value Injection Queries
    13 years 11 months ago
    Learning Large-Alphabet and Analog Circuits with Value Injection Queries
    Download  www.cs.yale.edu
    Abstract. We consider the problem of learning an acyclic discrete circuit with n wires, fan-in bounded by k and alphabet size s using value injection queries. For the class of tran...
    Dana Angluin, James Aspnes, Jiang Chen, Lev Reyzin
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    COLT
    2008
    Springer
    84views Machine Learning» more  COLT 2008»
    Learning Acyclic Probabilistic Circuits Using Test Paths
    13 years 6 months ago
    Learning Acyclic Probabilistic Circuits Using Test Paths
    Download  colt2008.cs.helsinki.fi
    We define a model of learning probabilistic acyclic circuits using value injection queries, in which an arbitrary subset of wires is set to fixed values, and the value on the sing...
    Dana Angluin, James Aspnes, Jiang Chen, David Eise...
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