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» MDL Convergence Speed for Bernoulli Sequences
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CORR
2006
Springer
101views Education» more  CORR 2006»
14 years 9 months ago
MDL Convergence Speed for Bernoulli Sequences
The Minimum Description Length principle for online sequence estimation/prediction in a proper learning setup is studied. If the underlying model class is discrete, then the total...
Jan Poland, Marcus Hutter
66
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ALT
2004
Springer
15 years 6 months ago
On the Convergence Speed of MDL Predictions for Bernoulli Sequences
Jan Poland, Marcus Hutter
COLT
2004
Springer
15 years 3 months ago
Convergence of Discrete MDL for Sequential Prediction
We study the properties of the Minimum Description Length principle for sequence prediction, considering a two-part MDL estimator which is chosen from a countable class of models....
Jan Poland, Marcus Hutter