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    On the Generalization Ability of Online Strongly Convex Programming Algorithms
    14 years 29 days ago
    On the Generalization Ability of Online Strongly Convex Programming Algorithms
    Download  ttic.uchicago.edu
    This paper examines the generalization properties of online convex programming algorithms when the loss function is Lipschitz and strongly convex. Our main result is a sharp bound...
    Sham M. Kakade, Ambuj Tewari
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