Occam's razor

Advances in Neural Information Processing Systems

Volumn , Issue , 2001, Pages

  Rasmussen, Carl Edward ^a   Ghahramani, Zoubin ^b  

^a TECHNICAL UNIVERSITY OF DENMARK   (Denmark)

^b UNIVERSITY COLLEGE LONDON   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

BAYESIAN PARADIGM; GAUSSIAN PROCESSES; LARGE MODELS; OCCAM'S RAZOR; PARAMETER MODEL; TWO VIEWS;

MACHINERY;

EID: 4344584449     PISSN: 10495258     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (5)

1. Jefferys, W. H. & Berger, J. O. (1992) Ockham's Razor and Bayesian Analysis. Amer. Sci., 80:64-72.
2. MacKay, D. J. C. (1992) Bayesian Interpolation. Neural Computation, 4(3):415-447.
3. Neal, R. M. (1996) Bayesian Learning for Neural Networks, Lecture Notes in Statistics No. 118, New York: Springer-Verlag.
4. Rasmussen, C. E. (2000) The Infinite Gaussian Mixture Model, in S. A. Solla, T. K. Leen and K.-R. Müller (editors.), Adv. Neur. Inf. Proc. Sys. 12, MIT Press, pp. 554-560.
5. Smith, A. F. M. & Spiegelhalter, D. J. (1980) Bayes factors and choice criteria for linear models. J. Roy. Stat. Soc, 42:213-220.