Learning monotone DNF from a teacher that almost does not answer membership queries

We present results concerning the learning of Monotone DNF (MDNF) from Incomplete Membership Queries and Equivalence Queries. Our main result is a new algorithm that allows efficient learning of MDNF using Equivalence Queries and Incomplete Membership Queries with probability of p = 1 - 1/poly(n, t)...

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Veröffentlicht in:Journal of machine learning research 2003-01, Vol.3 (1), p.49-57
Hauptverfasser: Bshouty, N H, Eiron, N
Format: Artikel
Sprache:eng
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