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Probabilistic Inductive Inference:a Survey

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arxiv cs/9902026 v1 pith:HU2B7UVF submitted 1999-02-15 cs.LG cs.CCcs.LOmath.LO

classification cs.LGcs.CCcs.LOmath.LO
keywords inferenceinductiveprobabilisticcomplexdevelopeddevelopmentsfinitefirst
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Inductive inference is a recursion-theoretic theory of learning, first developed by E. M. Gold (1967). This paper surveys developments in probabilistic inductive inference. We mainly focus on finite inference of recursive functions, since this simple paradigm has produced the most interesting (and most complex) results.

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