PublisherUniversitat Politècnica de Catalunya. Departament de Llenguatges i Sistemes Informàtics
Rights accessOpen Access
In 1990, Angluin showed that no class exhibiting a combinatorial property called approximate fingerprints can be identified exactly using polynomially many Equivalence queries. Here we show that this is a necessary condition: every class without approximate fingerprints has an identification strategy that makes a polynomial number of Equivalence queries. Furthermore, if the class is reasonable in a technical sense, the computational power required by the strategy is within the polynomial-time hierarchy, so proving non-learnability is at least as hard as showing P different from NP.
Preliminary version in Proc. EuroCOLT'93. Updated: June 20th, 1994.
CitationGavaldà Mestre, Ricard. "On the power of equivalence queries". Barcelona: Universitat Politècnica de Catalunya. Departament de Llenguatges i Sistemes Informàtics, 1993.
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