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    Mind the Duality Gap: Logarithmic regret algorithms for online optimization
    13 years 6 months ago
    Mind the Duality Gap: Logarithmic regret algorithms for online optimization
    Download  ttic.uchicago.edu
    We describe a primal-dual framework for the design and analysis of online strongly convex optimization algorithms. Our framework yields the tightest known logarithmic regret bound...
    Shai Shalev-Shwartz, Sham M. Kakade
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