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Volumn 3120, Issue , 2004, Pages 224-238

Toward attribute efficient learning of decision lists and parities

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; BOOLEAN FUNCTIONS; COMPUTATIONAL COMPLEXITY; DECISION THEORY; ELECTRIC MACHINE THEORY; POLYNOMIALS; POLYNOMIAL APPROXIMATION;

EID: 9444280952     PISSN: 03029743     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1007/978-3-540-27819-1_16     Document Type: Conference Paper
Times cited : (13)

References (33)
  • 1
    • 0000710299 scopus 로고
    • Queries and concept learning
    • D. Angluin. Queries and concept learning. Machine Learning, 2:319-342, 1988.
    • (1988) Machine Learning , vol.2 , pp. 319-342
    • Angluin, D.1
  • 2
    • 0000715529 scopus 로고
    • On the prediction of general recursive functions
    • J. Barzdin and R. Preivald. On the prediction of general recursive functions. Soviet Mathematics Doklady, 13:1224-1228, 1972.
    • (1972) Soviet Mathematics Doklady , vol.13 , pp. 1224-1228
    • Barzdin, J.1    Preivald, R.2
  • 3
    • 0005336193 scopus 로고
    • When do extra majority gates help? polylog(n) majority gates are equivalent to one
    • R. Beigel. When do extra majority gates help? polylog(n) majority gates are equivalent to one. Computational Complexity, 4:314-324, 1994.
    • (1994) Computational Complexity , vol.4 , pp. 314-324
    • Beigel, R.1
  • 6
    • 0030819669 scopus 로고    scopus 로고
    • Empirical support for winnow and weighted-majority algorithms: Results on a calendar scheduling domain
    • A. Blum. Empirical support for winnow and weighted-majority algorithms: results on a calendar scheduling domain. Machine Learning, 26:5-23, 1997.
    • (1997) Machine Learning , vol.26 , pp. 5-23
    • Blum, A.1
  • 8
    • 0031334221 scopus 로고    scopus 로고
    • Selection of relevant features and examples in machine learning
    • A. Blum and P. Langley. Selection of relevant features and examples in machine learning. Artificial Intelligence, 97(1-2):245-271, 1997.
    • (1997) Artificial Intelligence , vol.97 , Issue.1-2 , pp. 245-271
    • Blum, A.1    Langley, P.2
  • 11
    • 0024735093 scopus 로고
    • Learning decision trees from random examples
    • A. Ehrenfeucht and D. Haussler. Learning decision trees from random examples. Information and Computation, 82(3):231-246, 1989.
    • (1989) Information and Computation , vol.82 , Issue.3 , pp. 231-246
    • Ehrenfeucht, A.1    Haussler, D.2
  • 12
    • 0032662978 scopus 로고    scopus 로고
    • A winnow-based approach to spelling correction
    • A.R. Golding and D. Roth. A winnow-based approach to spelling correction. Machine Learning, 34:107-130, 1999.
    • (1999) Machine Learning , vol.34 , pp. 107-130
    • Golding, A.R.1    Roth, D.2
  • 14
    • 0004077486 scopus 로고
    • Space efficient learning algorithms
    • University of California at Santa Cruz
    • D. Haussler. Space efficient learning algorithms. Technical Report UCSC-CRL-88-2, University of California at Santa Cruz, 1988.
    • (1988) Technical Report , vol.UCSC-CRL-88-2
    • Haussler, D.1
  • 16
    • 0031375503 scopus 로고    scopus 로고
    • The perceptron algorithm vs. winnow: Linear vs. logarithmic mistake bounds when few input variables are relevant
    • J. Kivinen, M. Warmuth, and P. Auer. The perceptron algorithm vs. winnow: linear vs. logarithmic mistake bounds when few input variables are relevant. Artificial Intelligence, 97(1-2):325-343, 1997.
    • (1997) Artificial Intelligence , vol.97 , Issue.1-2 , pp. 325-343
    • Kivinen, J.1    Warmuth, M.2    Auer, P.3
  • 19
    • 0032243627 scopus 로고    scopus 로고
    • Computing boolean functions by polynomials and threshold circuits
    • M. Krause and P. Pudlak. Computing boolean functions by polynomials and threshold circuits. Computational Complexity, 7(4):346-370, 1998.
    • (1998) Computational Complexity , vol.7 , Issue.4 , pp. 346-370
    • Krause, M.1    Pudlak, P.2
  • 21
    • 34250091945 scopus 로고
    • Learning quickly when irrelevant attributes abound: A new linear-threshold algorithm
    • N. Littlestone. Learning quickly when irrelevant attributes abound: a new linear-threshold algorithm. Machine Learning, 2:285-318, 1988.
    • (1988) Machine Learning , vol.2 , pp. 285-318
    • Littlestone, N.1
  • 24
    • 0000531852 scopus 로고
    • Generalization as search
    • T. Mitchell. Generalization as search. Artificial Intelligence, 18:203-226, 1982.
    • (1982) Artificial Intelligence , vol.18 , pp. 203-226
    • Mitchell, T.1
  • 25
    • 0001625807 scopus 로고
    • On the size of weights required for linear-input switching functions
    • J. Myhill and W. Kautz. On the size of weights required for linear-input switching functions. IRE Trans. on Electronic Computers, EC10(2):288-290, 1961.
    • (1961) IRE Trans. on Electronic Computers , vol.EC10 , Issue.2 , pp. 288-290
    • Myhill, J.1    Kautz, W.2
  • 28
    • 1442267080 scopus 로고
    • Learning decision lists
    • R. Rivest. Learning decision lists. Machine Learning, 2(3):229-246, 1987.
    • (1987) Machine Learning , vol.2 , Issue.3 , pp. 229-246
    • Rivest, R.1
  • 29
    • 0034140159 scopus 로고    scopus 로고
    • Computational sample complexity and attribute-efficient learning
    • R. Servedio. Computational sample complexity and attribute-efficient learning. Journal of Computer and System Sciences, 60(1): 161-178, 2000.
    • (2000) Journal of Computer and System Sciences , vol.60 , Issue.1 , pp. 161-178
    • Servedio, R.1
  • 30
    • 0036588759 scopus 로고    scopus 로고
    • Perceptron, Winnow and PAC learning
    • R. Servedio. Perceptron, Winnow and PAC learning. SIAM Journal on Computing, 31(5):1358-1369, 2002.
    • (2002) SIAM Journal on Computing , vol.31 , Issue.5 , pp. 1358-1369
    • Servedio, R.1
  • 31
    • 9444279169 scopus 로고    scopus 로고
    • Personal communication
    • D. Spielman. Personal communication, 2003.
    • (2003)
    • Spielman, D.1
  • 33
    • 0033225586 scopus 로고    scopus 로고
    • Projection learning
    • L. Valiant. Projection learning. Machine Learning, 37(2):115-130, 1999.
    • (1999) Machine Learning , vol.37 , Issue.2 , pp. 115-130
    • Valiant, L.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.