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Pierre Laforgue, Andrea Della Vecchia, Nicolò Cesa-Bianchi +1
We introduce and analyze AdaTask, a multitask online learning algorithm that adapts to the unknown structure of the tasks. When the N tasks are stochastically activated, we show…