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Volumn , Issue , 2009, Pages 395-404

Learning and smoothed analysis

Author keywords

[No Author keywords available]

Indexed keywords

FOURIER COEFFICIENTS; FOURIER SPECTRA; HYPERCUBE; JACKSON; MEMBERSHIP QUERY; NEW MODEL; PAC LEARNING; POLYNOMIAL-TIME; PRODUCT DISTRIBUTIONS; SMOOTHED ANALYSIS; UNIFORM DISTRIBUTION;

EID: 77952396391     PISSN: 02725428     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/FOCS.2009.60     Document Type: Conference Paper
Times cited : (52)

References (16)
  • 1
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    • Multiple random oracles are better than one
    • abs/0804.3817
    • J. Arpe and E. Mossel, "Multiple random oracles are better than one," CoRR, vol. abs/0804.3817, 2008.
    • (2008) CoRR
    • Arpe, J.1    Mossel, E.2
  • 2
    • 46749137514 scopus 로고    scopus 로고
    • Polylogarithmic independence can fool dnf formulas
    • IEEE Computer Society
    • L. Bazzi, "Polylogarithmic independence can fool dnf formulas," in FOCS. IEEE Computer Society, 2007, pp. 63-73.
    • (2007) FOCS , pp. 63-73
    • Bazzi, L.1
  • 6
    • 0031339159 scopus 로고    scopus 로고
    • An efficient membership-query algorithm for learning DNF with respect to the uniform distribution
    • J. Jackson, "An efficient membership-query algorithm for learning DNF with respect to the uniform distribution," Journal of Computer and System Sciences, vol. 55, pp. 414-440, 1997.
    • (1997) Journal of Computer and System Sciences , vol.55 , pp. 414-440
    • Jackson, J.1
  • 9
    • 0001553979 scopus 로고
    • Toward efficient agnostic learning
    • M. Kearns, R. Schapire, and L. Sellie, "Toward Efficient Agnostic Learning," Machine Learning, vol. 17, no. 2/3, pp. 115-141, 1994.
    • (1994) Machine Learning , vol.17 , Issue.2-3 , pp. 115-141
    • Kearns, M.1    Schapire, R.2    Sellie, L.3
  • 10
    • 0027869083 scopus 로고
    • Learning decision trees using the Fourier spectrum
    • E. Kushilevitz and Y. Mansour, "Learning decision trees using the Fourier spectrum," SIAM Journal of Computing, vol. 22(6), pp. 1331-1348, 1993.
    • (1993) SIAM Journal of Computing , vol.22 , Issue.6 , pp. 1331-1348
    • Kushilevitz, E.1    Mansour, Y.2
  • 12
    • 0000788854 scopus 로고
    • The gradient projection method for nonlinear programming. Part I. Linear constraints
    • J. B. Rosen, "The gradient projection method for nonlinear programming. part i. linear constraints," Journal of the Society for Industrial and Applied Mathematics, vol. 8, no. 1, pp. 181-217, 1960.
    • (1960) Journal of the Society for Industrial and Applied Mathematics , vol.8 , Issue.1 , pp. 181-217
    • Rosen, J.B.1
  • 13
    • 4243066295 scopus 로고    scopus 로고
    • Smoothed analysis of algorithms: Why the simplex algorithm usually takes polynomial time
    • D. A. Spielman and S.-H. Teng, "Smoothed analysis of algorithms: Why the simplex algorithm usually takes polynomial time," J. ACM, vol. 51, no. 3, pp. 385-463, 2004.
    • (2004) J. ACM , vol.51 , Issue.3 , pp. 385-463
    • Spielman, D.A.1    Teng, S.-H.2
  • 14
    • 0008813541 scopus 로고
    • Learning polynomial functions by feature construction
    • R. S. Sutton and C. J. Matheus, "Learning polynomial functions by feature construction," in ML, 1991, pp. 208-212.
    • (1991) ML , pp. 208-212
    • Sutton, R.S.1    Matheus, C.J.2
  • 15
    • 0021518106 scopus 로고
    • A theory of the learnable
    • L. Valiant, "A theory of the learnable," Communications of the ACM, vol. 27, no. 11, pp. 1134-1142, 1984.
    • (1984) Communications of the ACM , vol.27 , Issue.11 , pp. 1134-1142
    • Valiant, L.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.