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- 1
 - 
Geoffrey E. Hinton and
Richard S. Zemel.
Autoencoders, minimum description length and Helmholz free energy.
In Jack D. Cowan, Gerald Tesauro, and Joshua Alspector, editors, 
  NIPS 6, pages 3-10, San Francisco, 1994. Morgan Kaufmann.
 - 2
 - 
Sepp Hochreiter and
Jürgen Schmidhuber.
Flat minima.
Neural Computation, 9(1):1-42, January 1997.
 - 3
 - 
Bernhard Pfahringer.
Compression-based feature subset selection.
In P. Turney, editor, IJCAI-95 Workshop on Data Engineering for
  Inductive Learning. IJCAI-95 Workshop Program Working Notes, Montreal,
  Canada, 1995.
 - 4
 - 
Jorma Rissanen.
Modeling by shortest data description.
Automatica, 14:465-471, 1978.
 - 5
 - 
Jorma Rissanen.
A universal prior for integers and estimation by minimum description
  length.
Annals of Statistics, 11(2):416-431, 1983.
 - 6
 - 
Jorma Rissanen.
Stochastic complexity.
Journal of the Royal Statistical Society (Series B),
  49(3):223-239 and 252-265, 1987.
 - 7
 - 
Jorma Rissanen.
Fisher information and stochastic complexity.
IEEE Transactions on Information Theory, 42(1):40-47, January
  1996.
 - 8
 - 
Jorma Rissanen and
G. G. Langdon, Jr.
Universal modeling and coding.
IEEE Transactions on Information Theory, 27:12-23, 1981.
 - 9
 - 
Claude E. Shannon.
A mathematical theory of communication.
Bell System Technical Journal, 27:379-423, July 1948.
 - 10
 - 
C. S. Wallace and
D. M. Boulton.
An information measure for classification.
Computer Journal, 11(2):185-194, 1968.
 - 11
 - 
C. S. Wallace and
P. R. Freeman.
Estimation and inference by compact coding.
Journal of the Royal Statistical Society (Series B),
  49(3):240-265, 1987.
 - 12
 - 
Richard S. Zemel.
A minimum description length framework for unsupervised
  learning.
PhD thesis, University of Toronto, Canada, 1993.
 - 13
 - 
Richard S. Zemel and
Geoffrey E. Hinton.
Developing population codes by minimizing description length.
In Jack D. Cowan, Gerald Tesauro, and Joshua Alspector, editors, 
  NIPS 6, pages 11-18, San Francisco, 1994. Morgan Kaufmann.
 
Harri Lappalainen
5/19/1998