Exact Learning of Subclasses of CDNF Formulas with Membership Queries

@inproceedings{Domingo1996ExactLO,
  title={Exact Learning of Subclasses of CDNF Formulas with Membership Queries},
  author={Carlos Domingo},
  booktitle={International Computing and Combinatorics Conference},
  year={1996}
}
  • Carlos Domingo
  • Published in
    International Computing and…
    17 June 1996
  • Computer Science, Mathematics
We consider the exact, learuability of subclasses of Boolean formulas from membership queries alone. We show how to combine known learning algorithms that use membership and equivalence queries to obtain new learning results only with memberships. In particular we show the exact learuability of read-k monotone formulas, Sat-k\(\mathcal{O}\)(log n)-CDNF, and \(\mathcal{O}(\sqrt {\log n} )\)-size CDNF from membership queries only. 

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