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City New York / Philadelphia / / Company IBM / Cambridge University Press / MIT Press / / Country United States / / / Event Product Recall / Product Issues / / IndustryTerm online shortest path problem / consecutive solutions / inner product / online learning / online linear optimization / black box full-information algorithm / online shortest path / dot product / iterative polynomial-time algorithms / above algorithm / bandit online learning / flow algorithm / online player / regularization tool / fullinformation algorithms / regret algorithm / randomized online shortest path algorithm / proposed algorithms / online linear optimization problem / online optimization task / bandit optimization algorithm / online optimization / simplest online learning strategy / Online Algorithm / computing / well known Online Gradient Descent algorithm / multi-armed bandit algorithm / learning algorithm / learning algorithms / regularization algorithm / / Organization Cambridge University / National Science Foundation / MIT / UC Berkeley / / Person Baruch Awerbuch / Alexander Rakhlin / Kalai / Varsha Dani / Robert E. Schapire / Peter Auer / Yoav Freund / P. Bartlett / V / Robert D. Kleinberg / Peter Bartlett / Jacob Abernethy / Sham Kakade / Thomas Hayes / / Position Regularized Leader / RT / player / regret RT / Follow The Regularized Leader / Singer / online player / above approach Follow The Regularized Leader / / Product Proof of Theorem / Pentax K-x Digital Camera / / ProgrammingLanguage K / / ProvinceOrState New York / Massachusetts / / Technology above algorithm / 2.1 Algorithms / iterative polynomial-time algorithms / regularization algorithm / 4 Regularization Algorithms / initially proposed algorithms / EXP3 algorithm / randomized online shortest path algorithm / bandit optimization algorithm / flow algorithm / online learning algorithm / well known Online Gradient Descent algorithm / regret algorithm / modified algorithm / multi-armed bandit algorithm / all previous algorithms / online learning algorithms / fullinformation algorithms / / SocialTag 
Competing in the Dark: An Efficient Algorithm for Bandit Linear Optimization Jacob Abernethy Computer Science Division UC Berkeley [removed]