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An efficient query learning algorithm for ordered binary decision diagrams

✍ Scribed by Atsuyoshi Nakamura


Book ID
113641587
Publisher
Elsevier Science
Year
2005
Tongue
English
Weight
498 KB
Volume
201
Category
Article
ISSN
0890-5401

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An Efficient Membership-Query Algorithm
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We present a membership-query algorithm for efficiently learning DNF with respect to the uniform distribution. In fact, the algorithm properly learns with respect to uniform the class TOP of Boolean functions expressed as a majority vote over parity functions. We also describe extensions of this alg