We show that Kolmogorov easy circuit expressions can be learned with membership queries in polynomial time if and only if every NE-predicate is E-solvable. Moreover we show that the previously known algorithm, that uses an oracle in NP, is optimal in some relativized world.
CitationBalcazar, J. L., Buhrman, H. "Characterizing the learnability of Kolmogorov easy circuit expressions". 1996.
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