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    COLT
    2001
    Springer
    94views Machine Learning» more  COLT 2001»
    Learning Monotone DNF from a Teacher That Almost Does Not Answer Membership Queries
    13 years 9 months ago
    Learning Monotone DNF from a Teacher That Almost Does Not Answer Membership Queries
    Download  jmlr.csail.mit.edu
    We present results concerning the learning of Monotone DNF (MDNF) from Incomplete Membership Queries and Equivalence Queries. Our main result is a new algorithm that allows effici...
    Nader H. Bshouty, Nadav Eiron
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    COLT
    1995
    Springer
    124views Machine Learning» more  COLT 1995»
    Learning with Unreliable Boundary Queries
    13 years 8 months ago
    Learning with Unreliable Boundary Queries
    Download  www.ri.cmu.edu
    We introduce a new model for learning with membership queries in which queries near the boundary of a target concept may receive incorrect or “don’t care” responses. In part...
    Avrim Blum, Prasad Chalasani, Sally A. Goldman, Do...
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