Optimal and Adaptive Algorithms for Online Boosting

9 Feb 2015Alina BeygelzimerSatyen KaleHaipeng Luo

We study online boosting, the task of converting any weak online learner into a strong online learner. Based on a novel and natural definition of weak online learnability, we develop two online boosting algorithms... (read more)

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