Horizon-Independent Optimal Prediction with Log-Loss in Exponential Families

Peter Bartlett, Peter Grunwald, Peter Harremoes +2

We study online learning under logarithmic loss with regular parametric models. Hedayati and Bartlett (2012b) showed that a Bayesian prediction strategy with Jeffreys prior and seq…