A Tutorial Introduction to the Minimum Description Length Principle (2005)

by Peter Grünwald
Venue:Advances in Minimum Description Length: Theory and Applications
Citations:58 - 0 self

Active Bibliography

1 Introducing the Minimum Description Length Principle – Peter Grünwald
1 Schwarz, Wallace, and Rissanen: Intertwining Themes in Theories of Model Selection – Aaron D. Lanterman - 2000
145 Model Selection and the Principle of Minimum Description Length – Mark H. Hansen, Bin Yu - 1998
12 Model Selection by Normalized Maximum Likelihood – Jay I. Myung , Daniel J. Navarro , Mark A. Pitt - 2005
1 Luckiness and Regret in Minimum Description Length Inference – Steven De Rooij, Peter D. Grünwald - 2009
20 Applying MDL to Learning Best Model Granularity – Qiong Gao, Ming Li, Paul Vitányi - 1994
Master Thesis – Lanterman - 91
3 Information theory and learning: a physical approach – Ilya Mark Nemenman - 2000
79 Comparing Dynamic Causal Models – W. D. Penny, K. E. Stephan, A. Mechelli, K. J. Friston - 2004
4 Computational Machine Learning in Theory and Praxis – Ming Li, Paul Vitányi - 1995
66 Minimum Description Length Induction, Bayesianism, and Kolmogorov Complexity – Paul Vitányi, Ming Li - 1998
10 An empirical study of minimum description length model selection with infinite parametric complexity – Steven de Rooij, Peter Grünwald - 2006
4 An empirical study of MDL model selection with infinite parametric complexity – Steven De Rooij, Peter Grünwald - 2006
30 Predictability, Complexity, and Learning – William Bialek, Ilya Nemenman, Naftali Tishby - 2001
13 Suboptimal behavior of Bayes and MDL in classification under misspecification – Peter Grünwald, John Langford - 2004
3 On the Accuracy of Stochastic Complexity Approximations – Petri Kontkanen, Petri Myllymaki, Tomi Sil, Henry Tirri
57 Hypothesis Selection and Testing by the MDL Principle – J. Rissanen - 1998
2 Stochastic Complexity Based Estimation of Missing Elements in Questionnaire Data – Henry Tirri, Tomi Silander - 1998
10 Unsupervised Lexical Learning as Inductive Inference – Chun Yu Kit - 2000