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Universal Learning Theory

Published 12 Feb 2011 in cs.LG, cs.IT, and math.IT | (1102.2467v1)

Abstract: This encyclopedic article gives a mini-introduction into the theory of universal learning, founded by Ray Solomonoff in the 1960s and significantly developed and extended in the last decade. It explains the spirit of universal learning, but necessarily glosses over technical subtleties.

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