398 citations
- Dalle Molle Institute for Artificial Intelligence ResearchCH4 papers
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math.ST2007★ 1 cited
On Universal Prediction and Bayesian Confirmation
Marcus Hutter
The Bayesian framework is a well-studied and successful framework for inductive reasoning, which includes hypothesis testing and confirmation, parameter estimation, sequence predic…
math.ST2007
The Loss Rank Principle for Model Selection
Marcus Hutter
We introduce a new principle for model selection in regression and classification. Many regression models are controlled by some smoothness or flexibility or complexity parameter c…