254 citations · 494 across the 16 of their papers we have counts for
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cs.AI2005
When Ignorance is Bliss
Peter D. Grunwald, Joseph Y. Halpern
It is commonly-accepted wisdom that more information is better, and that information should never be ignored. Here we argue, using both a Bayesian and a non-Bayesian analysis, that…
cs.LG2005
Asymptotic Log-loss of Prequential Maximum Likelihood Codes
Peter Grunwald, Steven de Rooij
We analyze the Dawid-Rissanen prequential maximum likelihood codes relative to one-parameter exponential family models M. If data are i.i.d. according to an (essentially) arbitrary…
cs.LG2005★ 2 cited
An Empirical Study of MDL Model Selection with Infinite Parametric Complexity
Steven de Rooij, Peter Grunwald
Parametric complexity is a central concept in MDL model selection. In practice it often turns out to be infinite, even for quite simple models such as the Poisson and Geometric fam…