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Volumn 2484, Issue , 2002, Pages 261-268

On the learnability of hidden markov models

Author keywords

Complexity; Hidden Markov models; Pac learning

Indexed keywords

COMPUTATIONAL GRAMMARS; INFERENCE ENGINES; MARKOV PROCESSES; PROBABILITY DISTRIBUTIONS; TRELLIS CODES;

EID: 84907301232     PISSN: 03029743     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1007/3-540-45790-9_21     Document Type: Conference Paper
Times cited : (18)

References (13)
  • 2
    • 0001588636 scopus 로고
    • Smooth on-line learning algorithms for hidden Markov models
    • P. Baldi and Y. Chauvin, Smooth on-line learning algorithms for hidden Markov models, Neural Computation 6 (1994) 307-318.
    • (1994) Neural Computation , vol.6 , pp. 307-318
    • Baldi, P.1    Chauvin, Y.2
  • 3
    • 0001862769 scopus 로고
    • An inequality and associated maximization technique in statistical estimation for probabilistic functions of a Markov process
    • L. E. Baum, An inequality and associated maximization technique in statistical estimation for probabilistic functions of a Markov process, Inequalities 3, 1972, 1-8.
    • (1972) Inequalities , vol.3 , pp. 1-8
    • Baum, L.E.1
  • 7
  • 9
    • 0028324717 scopus 로고
    • Cryptographic limitations on learning boolean formulae and finite automata
    • M. J. Kearns and L. G. Valiant, Cryptographic limitations on learning boolean formulae and finite automata, J. of the ACM 41(1) (1994) 67-95.
    • (1994) J. of the ACM , vol.41 , Issue.1 , pp. 67-95
    • Kearns, M.J.1    Valiant, L.G.2
  • 11
    • 0027187277 scopus 로고
    • Cryptographic hardness of distribution-specific learning
    • ACM Press, N. Y
    • M. Kharitonov, Cryptographic hardness of distribution-specific learning, Proc. 25th ACM Symp. on the Theory of Computing, 372-381, ACM Press, N. Y., 1993.
    • (1993) Proc. 25th ACM Symp. on the Theory of Computing , pp. 372-381
    • Kharitonov, M.1
  • 12
    • 0025623922 scopus 로고
    • Prediction-preserving reducibility
    • L. Pitt and M. K. Warmuth, Prediction-preserving reducibility, J. Computer and System Sci. 41(3) (1990) 430-467.
    • (1990) J. Computer and System Sci. , vol.41 , Issue.3 , pp. 430-467
    • Pitt, L.1    Warmuth, M.K.2
  • 13
    • 0021518106 scopus 로고
    • A theory of the learnable
    • L. G. Valiant, A theory of the learnable, Communications of the ACM 27(11) (1984) 1134-1142.
    • (1984) Communications of the ACM , vol.27 , Issue.11 , pp. 1134-1142
    • Valiant, L.G.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.