63 citations · 115 across the 10 of their papers we have counts for
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cs.LG2015★ 4 cited
Fast rates in statistical and online learning
Tim van Erven, Peter D. Grünwald, Nishant A. Mehta +2
The speed with which a learning algorithm converges as it is presented with more data is a central problem in machine learning --- a fast rate of convergence means less data is nee…
cs.LG2015★ 20 cited
Second-order Quantile Methods for Experts and Combinatorial Games
Wouter M. Koolen, Tim van Erven
We aim to design strategies for sequential decision making that adjust to the difficulty of the learning problem. We study this question both in the setting of prediction with expe…