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Volumn 6331 LNAI, Issue , 2010, Pages 194-208

Lower bounds on learning random structures with statistical queries

Author keywords

[No Author keywords available]

Indexed keywords

ARBITRARY DISTRIBUTION; DNF FORMULAS; LOWER BOUNDS; POLYNOMIAL NUMBER; RANDOM STRUCTURES; STATISTICAL QUERIES;

EID: 78249285918     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-16108-7_18     Document Type: Conference Paper
Times cited : (4)

References (13)
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    • General bounds on statistical query learning and PAC learning with noise via hypothesis boosting
    • Aslam, J.A., Decatur, S.E.: General bounds on statistical query learning and PAC learning with noise via hypothesis boosting. Information and Computation 141(2), 85-118 (1998)
    • (1998) Information and Computation , vol.141 , Issue.2 , pp. 85-118
    • Aslam, J.A.1    Decatur, S.E.2
  • 4
    • 0001187706 scopus 로고
    • Complexity of automaton identification from given data
    • Mark Gold, E.: Complexity of automaton identification from given data. Information and Control 37(3), 302-320 (1978)
    • (1978) Information and Control , vol.37 , Issue.3 , pp. 302-320
    • Mark Gold, E.1
  • 5
    • 51849141391 scopus 로고    scopus 로고
    • Learning random monotone DNF
    • Goel, A., Jansen, K., Rolim, J.D.P., Rubinfeld, R. (eds.) APPROX and RANDOM 2008. Springer, Heidelberg
    • Jackson, J., Lee, H., Servedio, R., Wan, A.: Learning random monotone DNF. In: Goel, A., Jansen, K., Rolim, J.D.P., Rubinfeld, R. (eds.) APPROX and RANDOM 2008. LNCS, vol. 5171, pp. 483-497. Springer, Heidelberg (2008)
    • (2008) LNCS , vol.5171 , pp. 483-497
    • Jackson, J.1    Lee, H.2    Servedio, R.3    Wan, A.4
  • 6
    • 27144557996 scopus 로고    scopus 로고
    • Learning random log-depth decision trees under the uniform distribution
    • Jackson, J.C., Servedio, R.A.: Learning random log-depth decision trees under the uniform distribution. SIAM J. Comput. 34(5), 1107-1128 (2005)
    • (2005) SIAM J. Comput. , vol.34 , Issue.5 , pp. 1107-1128
    • Jackson, J.C.1    Servedio, R.A.2
  • 8
    • 0032202014 scopus 로고    scopus 로고
    • Efficient noise-tolerant learning from statistical queries
    • Kearns, M.: Efficient noise-tolerant learning from statistical queries. J. ACM 45(6), 983-1006 (1998)
    • (1998) J. ACM , vol.45 , Issue.6 , pp. 983-1006
    • Kearns, M.1
  • 10
    • 0025623922 scopus 로고
    • Prediction-preserving reducibility
    • Pitt, L., Warmuth, M.K.: Prediction-preserving reducibility. J. Comput. Syst. Sci. 41(3), 430-467 (1990)
    • (1990) J. Comput. Syst. Sci. , vol.41 , Issue.3 , pp. 430-467
    • Pitt, L.1    Warmuth, M.K.2
  • 11
    • 70350628168 scopus 로고    scopus 로고
    • Learning random monotone DNF under the uniform distribution
    • Sellie, L.: Learning random monotone DNF under the uniform distribution. In: COLT, pp. 181-192 (2008)
    • (2008) COLT , pp. 181-192
    • Sellie, L.1
  • 12
    • 70350664661 scopus 로고    scopus 로고
    • Exact learning of random DNF over the uniform distribution
    • Sellie, L.: Exact learning of random DNF over the uniform distribution. In: STOC, pp. 45-54 (2009)
    • (2009) STOC , pp. 45-54
    • Sellie, L.1


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