메뉴 건너뛰기




Volumn 2005, Issue , 2005, Pages 560-565

Convergence of empirical means with alpha-mixing input sequences, and an application to PAC learning

Author keywords

[No Author keywords available]

Indexed keywords

CONVERGENCE OF NUMERICAL METHODS; GEOMETRY; METHOD OF MOMENTS; PROBABILITY; SET THEORY;

EID: 33847226660     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CDC.2005.1582215     Document Type: Conference Paper
Times cited : (7)

References (16)
  • 5
    • 0000636504 scopus 로고
    • Some limit theorems for stationary processes
    • I. A. Ibragimov, "Some limit theorems for stationary processes," Thy. Prob. Appl., 7, 349-382, 1962.
    • (1962) Thy. Prob. Appl , vol.7 , pp. 349-382
    • Ibragimov, I.A.1
  • 6
    • 0000973081 scopus 로고    scopus 로고
    • Minimum complexity regression estimation with weakly dependent observations
    • November
    • D. S. Modha and E. Masry, "Minimum complexity regression estimation with weakly dependent observations," IEEE Trans. Info. Thy., 42(6), 2133-2145, November 1996.
    • (1996) IEEE Trans. Info. Thy , vol.42 , Issue.6 , pp. 2133-2145
    • Modha, D.S.1    Masry, E.2
  • 7
    • 0031647695 scopus 로고    scopus 로고
    • Memory-universal prediction of stationary random processes
    • Jan
    • D. S. Modha and E. Masry, "Memory-universal prediction of stationary random processes," IEEE Trans. Info. Thy., 44(1), 117-133, Jan. 1998.
    • (1998) IEEE Trans. Info. Thy , vol.44 , Issue.1 , pp. 117-133
    • Modha, D.S.1    Masry, E.2
  • 9
    • 38249002613 scopus 로고
    • A note on uniform laws of averages for dependent processes
    • A. Nobel and A. Dembo, "A note on uniform laws of averages for dependent processes," Stat. & Probab. Letters, 17, 169-172, 1993.
    • (1993) Stat. & Probab. Letters , vol.17 , pp. 169-172
    • Nobel, A.1    Dembo, A.2
  • 11
    • 0001024505 scopus 로고
    • On the uniform convergence of relative frequencies to their probabilities
    • V. N. Vapnik and A. Ya. Chervonenkis, "On the uniform convergence of relative frequencies to their probabilities," Theory of Probab. Appl. 16(2), 264-280, 1971.
    • (1971) Theory of Probab. Appl , vol.16 , Issue.2 , pp. 264-280
    • Vapnik, V.N.1    Chervonenkis, A.Y.2
  • 12
    • 0001954668 scopus 로고
    • Necessary and and sufficient conditions for the uniform convergence of means to their expectations
    • V. N. Vapnik and A. Ya. Chervonenkis, "Necessary and and sufficient conditions for the uniform convergence of means to their expectations," Theory of Probab. Appl., 26(3), 532-553, 1981.
    • (1981) Theory of Probab. Appl , vol.26 , Issue.3 , pp. 532-553
    • Vapnik, V.N.1    Chervonenkis, A.Y.2
  • 15
    • 33847240347 scopus 로고    scopus 로고
    • A learning theory approach to system identification and stochastic adaptive control
    • G. Calafiore and F. Dabbene Eds, Springer-Verlag, London, pp
    • M. Vidyasagar and R. L. Karandikar, "A learning theory approach to system identification and stochastic adaptive control," in Probabilistic and Randomized Methods for Design Under Uncertainty, G. Calafiore and F. Dabbene (Eds.), Springer-Verlag, London, pp. 265-302, 2005.
    • (2005) Probabilistic and Randomized Methods for Design Under Uncertainty , pp. 265-302
    • Vidyasagar, M.1    Karandikar, R.L.2
  • 16
    • 0003161174 scopus 로고
    • Rates of convergence of empirical processes for mixing sequences
    • B. Yu, "Rates of convergence of empirical processes for mixing sequences," Annals of Probab., 22(1), 94-116, 1994.
    • (1994) Annals of Probab , vol.22 , Issue.1 , pp. 94-116
    • Yu, B.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.