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Volumn 67, Issue 1-4 SUPPL., 2005, Pages 214-244

The geometry of prior selection

Author keywords

Bayesian learning; Blind source separation; Differential geometry; Mixture of Gaussians; Prior selection

Indexed keywords

BLIND SOURCE SEPARATION; CLASSIFICATION (OF INFORMATION); DIFFERENTIATION (CALCULUS); ERROR ANALYSIS; LEARNING SYSTEMS; MATHEMATICAL MODELS; MAXIMUM LIKELIHOOD ESTIMATION; PARAMETER ESTIMATION; PROBABILITY DISTRIBUTIONS; PROBLEM SOLVING; VARIATIONAL TECHNIQUES;

EID: 21744457127     PISSN: 09252312     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.neucom.2004.11.038     Document Type: Article
Times cited : (5)

References (15)
  • 1
    • 0003355631 scopus 로고
    • Differential-Geometrical Methods in Statistics
    • Springer, New York
    • S. Amari, Differential-Geometrical Methods in Statistics, Springer Lecture Notes in Statistics, vol. 28, Springer, New York, 1985.
    • (1985) Springer Lecture Notes in Statistics , vol.28
    • Amari, S.1
  • 2
    • 0003372875 scopus 로고    scopus 로고
    • Methods of information geometry
    • AMS, Oxford University Press, Oxford
    • S. Amari, H. Nagaoka, Methods of information geometry, in: Translations of Mathematical Monographs, vol. 191, 2000, AMS, Oxford University Press, Oxford.
    • (2000) Translations of Mathematical Monographs , vol.191
    • Amari, S.1    Nagaoka, H.2
  • 3
    • 0004022285 scopus 로고    scopus 로고
    • A geometric formulation of Occam's razor for inference of parametric distributions
    • Technical Report, Princeton, Preprint PUPT-1588 and January
    • V. Balasubramanian, A geometric formulation of Occam's razor for inference of parametric distributions, Technical Report, Princeton, Preprint PUPT-1588 and http://xyz.lanl.gov/adap-org/9601001, January 1996.
    • (1996)
    • Balasubramanian, V.1
  • 4
    • 0000810448 scopus 로고    scopus 로고
    • Statistical inference, Occam's razor and statistical mechanics on the space of probability distributions
    • (cond-mat/9601030)
    • V. Balasubramanian, Statistical inference, Occam's razor and statistical mechanics on the space of probability distributions, Neural Comput. 9(2) (1997) (cond-mat/9601030).
    • (1997) Neural Comput. , vol.9 , Issue.2
    • Balasubramanian, V.1
  • 6
    • 0041748131 scopus 로고
    • Formal rules for selecting prior distributions: A review and annotated bibliography
    • Technical Report No. 583, Department of Statistics, Carnegie Mellon University
    • R.E. Kass, L. Wasserman, Formal rules for selecting prior distributions: a review and annotated bibliography, Technical Report No. 583, Department of Statistics, Carnegie Mellon University, 1994.
    • (1994)
    • Kass, R.E.1    Wasserman, L.2
  • 9
    • 21744446972 scopus 로고
    • Entropic priors
    • Technical Report, Electronic form
    • C. Rodríguez, Entropic priors, Technical Report, Electronic form http://omega.albany.edu:8008/entpriors.ps, 1991.
    • (1991)
    • Rodríguez, C.1
  • 10
    • 10944265245 scopus 로고    scopus 로고
    • Entropic priors for discrete probabilistic networks and for mixtures of Gaussians models
    • R.L. Fry (Ed.), August Amer. Inst. Physics New York
    • C. Rodríguez Entropic priors for discrete probabilistic networks and for mixtures of Gaussians models in: R.L. Fry (Ed.), Bayesian Inference and Maximum Entropy Methods, MaxEnt Workshops August 2001 Amer. Inst. Physics New York 410-432
    • (2001) Bayesian Inference and Maximum Entropy Methods, MaxEnt Workshops , pp. 410-432
    • Rodríguez, C.1
  • 14
    • 0041095137 scopus 로고
    • Bayesian invariant measurements of generalisation
    • H. Zhu R. Rohwer Bayesian invariant measurements of generalisation Neural Proc. Lett. 2 6 1995 28-31
    • (1995) Neural Proc. Lett. , vol.2 , Issue.6 , pp. 28-31
    • Zhu, H.1    Rohwer, R.2
  • 15
    • 21744452067 scopus 로고
    • Bayesian invariant measurements of generalisation for continuous distributions
    • Technical Report, NCRG/4352, ftp://cs.aston.ac.uk/neural/zhuh/ continuous.ps.z, Aston University
    • H. Zhu, R. Rohwer, Bayesian invariant measurements of generalisation for continuous distributions, Technical Report, NCRG/4352, ftp://cs.aston.ac.uk/neural/zhuh/continuous.ps.z, Aston University, 1995.
    • (1995)
    • Zhu, H.1    Rohwer, R.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.