[edit] Inductive inference
E. M. Gold. Language identification in the limit. Information and Control, 10:447--474, 1967.
[edit] Optimal O notation learning ...
Inductive Inference
Let us pose now for our machines, a variety of problems more challenging than any ordinary game or mathematical puzzle.
Although Ray Solomonoff's 1956 paper, An Inductive Inference Machine, is not available online, many of his other publications are.
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Analogy
Case-Based Reasoning
Machine Learning
Uncertainty/Probability ...
a) learning from experience,
b) perceptual discrimination of inarticulable features,
c) development of a hierarchy of categories or framework of concepts,
d) spontaneous inductive inference in accordance with past experience ("vector completion").
e) ...
More formally, we say an example is a pair (x,f(x)), where x is the input and/(jt) is the output of the function applied to x. The task of pure inductive inference (or induction) is this: given a collection of examples of/, ...
 See also: Inference, Machine learning, Complexity, AI, Classification
  
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