Quasipolynomial-time distribution-free PAC learning with membership queries is achieved for exact-DNF formulas, and a quasipolynomial-time list-decoding algorithm is given for terms of arbitrary DNFs.
Exact learning of read-twice DNF formulas (extended abstract)
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DNF Learning via Locally Mixing Random Walks
Quasipolynomial-time distribution-free PAC learning with membership queries is achieved for exact-DNF formulas, and a quasipolynomial-time list-decoding algorithm is given for terms of arbitrary DNFs.