Algorithmic Probability and Friends

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I will describe the Universal Distribution, a method of induction that is guaranteed to discover any describable regularities in a body of data, using a relatively small sample of the data. While the incomputability of this distribution has sharply limited its adoption by the machine learning community/...


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