114 citations · 157 across the 12 of their papers we have counts for
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cs.LG2003★ 2 cited
Optimality of Universal Bayesian Sequence Prediction for General Loss and Alphabet
Marcus Hutter
Various optimality properties of universal sequence predictors based on Bayes-mixtures in general, and Solomonoff's prediction scheme in particular, will be studied. The probabilit…
cs.LG2003
Bayesian Treatment of Incomplete Discrete Data applied to Mutual Information and Feature Selection
Marcus Hutter, Marco Zaffalon
Given the joint chances of a pair of random variables one can compute quantities of interest, like the mutual information. The Bayesian treatment of unknown chances involves comput…