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- W1541296345 abstract "We consider exact learning monotone CNF formulas in which each variable appears at most some constant k times (read-k monotone CNF). Let f : {0,1} n → {0,1} be expressible as a read-k monotone CNF formula for some natural number k. We give an incremental output polynomial time algorithm for exact learning both the read-k CNF and (not necessarily read restricted) DNF descriptions of f. The algorithm's only method of obtaining information about f is through membership queries, i.e., by inquiring about the value f(x) for points x ∈ {0,1} n . The algorithm yields an incremental polynomial output time solution to the (read-k) monotone CNF/DNF dualization problem. The unrestricted versions remain open problems of importance." @default.
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- W1541296345 date "1999-01-01" @default.
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- W1541296345 doi "https://doi.org/10.1023/a:1007627028578" @default.
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