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Volumn 55, Issue 1, 1997, Pages 89-95

Stochastic Complexity in Learning

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; MAN MACHINE SYSTEMS; SYSTEMS SCIENCE; TREES (MATHEMATICS);

EID: 0031207280     PISSN: 00220000     EISSN: None     Source Type: Journal    
DOI: 10.1006/jcss.1997.1501     Document Type: Article
Times cited : (31)

References (20)
  • 1
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    • On the lengths of programs for computing finite binary sequences
    • G. J. Chaitin, On the lengths of programs for computing finite binary sequences, J. Assoc. Comput. Mach. 13 (1966), 547-569.
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    • Chaitin, G.J.1
  • 2
    • 77954563357 scopus 로고
    • On the lengths of programs for computing finite binary sequences: Statistical considerations
    • G. J. Chaitin, On the lengths of programs for computing finite binary sequences: Statistical considerations, J. Assoc. Comput. Mach. 16 (1969), 145-159.
    • (1969) J. Assoc. Comput. Mach. , vol.16 , pp. 145-159
    • Chaitin, G.J.1
  • 3
    • 0015681549 scopus 로고
    • Universal noiseless coding
    • D. Davisson, Universal noiseless coding, IEEE Trans. Inform. Theory IT-19, No. 6 (1973), 783-795.
    • (1973) IEEE Trans. Inform. Theory , vol.IT-19 , Issue.6 , pp. 783-795
    • Davisson, D.1
  • 4
    • 0001902056 scopus 로고
    • Three approaches to the quantitative definition of information
    • A. N. Kolmogorov, Three approaches to the quantitative definition of information, Probl. Inform. Transmission 1 (1965), 1-7.
    • (1965) Probl. Inform. Transmission , vol.1 , pp. 1-7
    • Kolmogorov, A.N.1
  • 9
    • 0024627518 scopus 로고
    • Inferring decision trees using minimum description length principle
    • J. R. Quinlan and R. L. Rivest, Inferring decision trees using minimum description length principle, Inform. and Comput. 80 (1989), 227-248.
    • (1989) Inform. and Comput. , vol.80 , pp. 227-248
    • Quinlan, J.R.1    Rivest, R.L.2
  • 10
    • 0021466584 scopus 로고
    • Universal coding, information, prediction, and estimation
    • J. Rissanen, Universal coding, information, prediction, and estimation, IEEE Trans. Inf. Theory IT-30, No. 4 (1984), 629-636.
    • (1984) IEEE Trans. Inf. Theory , vol.IT-30 , Issue.4 , pp. 629-636
    • Rissanen, J.1
  • 11
    • 0000318553 scopus 로고
    • Stochastic complexity and modeling
    • J. Rissanen, Stochastic complexity and modeling, Annals of Statistics 14 (1986), 1080-1100.
    • (1986) Annals of Statistics , vol.14 , pp. 1080-1100
    • Rissanen, J.1
  • 14
    • 34548641000 scopus 로고
    • Information theory and neural nets
    • (P. Smolensky, M. Mozer, and D. Rumelhart, Eds.), Erlbaum, Hillsdale, NJ
    • J. Rissanen, Information theory and neural nets, in "Mathematical Perspectives of Neural Networks" (P. Smolensky, M. Mozer, and D. Rumelhart, Eds.), Erlbaum, Hillsdale, NJ, 1992.
    • (1992) Mathematical Perspectives of Neural Networks
    • Rissanen, J.1
  • 15
    • 0029777083 scopus 로고    scopus 로고
    • Fisher information and stochastic complexity
    • J. Rissanen, Fisher information and stochastic complexity, IEEE Trans. Inf. Theory IT-42, No. 1 (1996), 40-47.
    • (1996) IEEE Trans. Inf. Theory , vol.IT-42 , Issue.1 , pp. 40-47
    • Rissanen, J.1
  • 16
    • 85030041016 scopus 로고    scopus 로고
    • "Algorithm for Constructing Tree Structured Classifiers," U.S. Patent No. 4,719,571, 1988
    • J. Rissanen and M. Wax, "Algorithm for Constructing Tree Structured Classifiers," U.S. Patent No. 4,719,571, 1988.
    • Rissanen, J.1    Wax, M.2
  • 17
    • 0023380770 scopus 로고
    • Universal sequential coding of single messages
    • Yu. M. Shtarkov, Universal sequential coding of single messages, Probl. Inform. Transmission 23, No. 3 (1987), 3-17.
    • (1987) Probl. Inform. Transmission , vol.23 , Issue.3 , pp. 3-17
    • Shtarkov, Yu.M.1
  • 18
    • 4544279425 scopus 로고
    • A formal theory of inductive inference, I; II
    • R. J. Solomonoff, A formal theory of inductive inference, I; II, Inform. and Control 7 (1964), 1-22.
    • (1964) Inform. and Control , vol.7 , pp. 1-22
    • Solomonoff, R.J.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.