16 citations · 18 across the 4 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
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…