07168af6cb0ef9f78dae15739dd73255-Paper.pdf

Neural Information Processing Systems 

Our algorithm is based on an abstract (and simple) reduction to online convex optimization, which efficiently converts an arbitrary online convex optimizer to a boosting algorithm. Moreover, this reduction extends to the statistical as well astheonlinerealizablesettings, thusunifying the4casesofstatistical/online and agnostic/realizableboosting.

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