Construct · 1 fields · 1 citations

Solomonoff induction: a standalone construct

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Solomonoffinduction1 CONSTRUCTSolomonoff inductionSOLOMONOFF · THEORY OF

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Theory of computation

a formal theory of prediction that weights every program that reproduces the observed data by its length, favoring shorter descriptions.

In theory of computation, Solomonoff induction refers to a formal theory of prediction that weights every program that reproduces the observed data by its length, favoring shorter descriptions. This meaning comes from Solomonoff (1964) in Information and Control.[1]

Unit
Recovery means
Measured by

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Nearby constructs

control4 fields · 5 citationsjingle · one word, four constructsinduction4 fields · 4 citationsjingle · one word, four constructsinformation4 fields · 5 citationsjingle · one word, four constructs

References

  1. Solomonoff, R. J. (1964). A formal theory of inductive inference. Part I. Information and Control, 7(1), 1-22. https://doi.org/10.1016/s0019-9958(64)90223-2

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