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126
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NIPS
2008
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Information Technology
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NIPS 2008
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Mind the Duality Gap: Logarithmic regret algorithms for online optimization
15 years 4 months ago
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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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