| Presentation | 2002/10/17 On Property Testing Algorithms for Monotone Boolean Formulae Kazuyuki AMANO, Akira MARUOKA, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | We consider the problem of determining whether a given function &inof; : {0, 1}^n → {0, 1} belongs to a certain class of Boolean functions Fp or whether it is far from the class. More precisely, given query access to the function &inof; and given a distance parameter ε, we would like to decide whether &inof; ⋴ Fp or whether it differs from every g ⋴ Fp on more than an ε fraction of the inputs. We give algorithms for testing monomials whose query complexity is O(1/ε^2) and for testing monotone DNF formulae with at most I terms whose query complexity is O(l^3/ε^2) |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Property testing / Monomial / Disjunctive normal form / Computational learning theory / Fourier analysis |
| Paper # | COMP2002-41 |
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| Conference Information | |
| Committee | COMP |
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| Conference Date | 2002/10/17(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Paper Information | |
| Registration To | Theoretical Foundations of Computing (COMP) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | On Property Testing Algorithms for Monotone Boolean Formulae |
| Sub Title (in English) | |
| Keyword(1) | Property testing |
| Keyword(2) | Monomial |
| Keyword(3) | Disjunctive normal form |
| Keyword(4) | Computational learning theory |
| Keyword(5) | Fourier analysis |
| 1st Author's Name | Kazuyuki AMANO |
| 1st Author's Affiliation | GSIS, Tohoku University() |
| 2nd Author's Name | Akira MARUOKA |
| 2nd Author's Affiliation | GSIS, Tohoku University |
| Date | 2002/10/17 |
| Paper # | COMP2002-41 |
| Volume (vol) | vol.102 |
| Number (no) | 396 |
| Page | pp.pp.- |
| #Pages | 7 |
| Date of Issue | |