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  • 论文公开站arXiv

    Private online learning and prediction for Littlestone classes

    We study mistake bounds for differentially private online learning and online prediction under oblivious realisable adversaries. Online learning requires the learner to release a hypothesis at each time step whereas in online prediction, the learner only needs to make predictions