A second order regret bound for NormalHedge

Yoav Freund, Nicholas J. A. Harvey, Victor S. Portella +2

We consider the problem of prediction with expert advice for ``easy'' sequences. We show that a variant of NormalHedge enjoys a second-order $\hat{I}\mu$-quantile regret bound of $O\big(\s…