Computational mechanics: Pattern and prediction, structure and simplicity (1999)

by Cosma Rohilla Shalizi , James P. Crutchfield
Venue:Journal of Statistical Physics
Citations:43 - 8 self

Active Bibliography

11 Methods and techniques of complex systems science: An overview – Cosma Rohilla Shalizi - 2003
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20 Applying MDL to Learning Best Model Granularity – Qiong Gao, Ming Li, Paul Vitányi - 1994
12 Computational depth and reducibility – David W. Juedes, James I. Lathrop, Jack H. Lutz - 1994
6 Lectures on statistical modeling theory – J. Rissanen
5 Open problems in universal induction & intelligence – Marcus Hutter - 2009
31 Algorithmic Theories Of Everything – Jürgen Schmidhuber - 2000
8 Sequence Complexity for Biological Sequence Analysis – L. Allison , L. Stern , Tim Edgoose, T. I. Dix - 2000
50 Discovering Neural Nets With Low Kolmogorov Complexity And High Generalization Capability – Jürgen Schmidhuber - 1997
16 Discovering Problem Solutions with Low Kolmogorov Complexity and High Generalization Capability – Jürgen Schmidhuber - 1994
Information Theory for Complex Systems Lecture Notes – Kristian Lindgren - 2003
11 Causal inference using the algorithmic Markov condition – Dominik Janzing, Bernhard Schölkopf - 2008
93 The Dimensions of Individual Strings and Sequences – Jack H. Lutz - 2003
9 Generativity and Systematicity in Neural Network Combinatorial Learning – Olivier Brousse - 1993
67 Minimum Description Length Induction, Bayesianism, and Kolmogorov Complexity – Paul Vitányi, Ming Li - 1998
1 Chapter 1 METHODS AND TECHNIQUES OF COMPLEX SYSTEMS SCIENCE: AN OVERVIEW – Cosma Rohilla Shalizi - 2006
5 The Complexity and Entropy of Literary Styles – I. Kontoyiannis - 1996
10 Structured Audio, Kolmogorov Complexity, and Generalized Audio Coding – Eric D. Scheirer - 2001
7 Algorithm Selection for Sorting and Probabilistic Inference: A Machine Learning-Based Approach – Haipeng Guo - 2003