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    » PAC Learning with Nasty Noise
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    STOC
    2000
    ACM
    174views Algorithms» more  STOC 2000»
    Noise-tolerant learning, the parity problem, and the statistical query model
    13 years 9 months ago
    Noise-tolerant learning, the parity problem, and the statistical query model
    Download  ttic.uchicago.edu
    We describe a slightly subexponential time algorithm for learning parity functions in the presence of random classification noise, a problem closely related to several cryptograph...
    Avrim Blum, Adam Kalai, Hal Wasserman
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    FOCS
    2008
    IEEE
    129views Theoretical Computer Science» more  FOCS 2008»
    Learning Geometric Concepts via Gaussian Surface Area
    13 years 11 months ago
    Learning Geometric Concepts via Gaussian Surface Area
    Download  www.cs.cmu.edu
    We study the learnability of sets in Rn under the Gaussian distribution, taking Gaussian surface area as the “complexity measure” of the sets being learned. Let CS denote the ...
    Adam R. Klivans, Ryan O'Donnell, Rocco A. Servedio
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