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Company Cambridge University Press / Littlestone / Princeton University Press / / Country United States / / / Event Product Issues / Product Recall / / Facility Shai Shalev-Shwartz Toyota Technological Institute / Computer Science University of Waterloo Waterloo / / IndustryTerm deterministic learning algorithm / online model / randomized algorithms / agnostic online learning / online learning bounds / Online Learning / online algoPT rithm / generic algorithm / possible algorithms / online learning researchers / online learning strategy / subminimax solutions / online learnability / learning applications / ponline learning algorithm / main technical tool / online al˜ gorithm / online learning model / batch learning algorithms / online algorithm / weighted majority algorithm / agnostic online learning algorithm / online learning algorithm / online learner / generic optimal algorithm / online regret bounds / online round / generic online algorithm / linearthreshold algorithm / learning algorithm / learning algorithms / agnostic online prediction models / / Organization Cambridge University / Princeton University / Shai Ben-David and D´avid P´al David R. Cheriton School / Shai Shalev-Shwartz Toyota Technological Institute Chicago / Computer Science University of Waterloo Waterloo / / Person Miroslava Sot´akov / Ami Litman / H. Theorem / Frances / Manfred K. Warmuth / Mark Fulk / Moti Frances / / Position teacher / / Product well known expected regret / / ProgrammingLanguage D / / PublishedMedium Machine Learning / Pacific Journal of Mathematics / IEEE Transactions on Information Theory / Communications of the ACM / / Technology SOA / online algorithm / 3.1 An Expert Algorithm / following algorithm / 3 run Algorithm / generic online algorithm / Learning-with-expert-advice algorithm / 4 Agnostic Online Learning Algorithm / Learning-with-experts-advice algorithm / agnostic online learning algorithm / generic algorithm / batch learning algorithms / Machine Learning / linearthreshold algorithm / SOA algorithm / learning algorithm / possible algorithms / previous learning algorithms / online learning algorithm / weighted majority algorithm / learning algorithms / Perceptron algorithm / 4.1 An Expert Algorithm / i=1 wit The algorithm / ponline learning algorithm / deterministic learning algorithm / / URL www.cs.uwaterloo.ca/∼shai/publications/agnostic-online.pdf / / SocialTag 
Agnostic Online Learning (D´avid P´al is eligible for Mark Fulk Award.) Shai Ben-David and D´avid P´al David R. Cheriton School of Computer Science University of Waterloo