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

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by Cosma Rohilla Shalizi , James P. Crutchfield
Venue:Journal of Statistical Physics
Citations:31 - 7 self

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Empirical entropy in context – Travis Gagie - 708
Contents – Cosma Rohilla Shalizi - 2003
10 Methods and techniques of complex systems science: An overview – Cosma Rohilla Shalizi - 2006
17 Applying MDL to Learning Best Model Granularity – Qiong Gao, Ming Li, Paul Vitányi - 1994
22 The discovery of algorithmic probability – Ray J. Solomonoff, Royal Holloway - 1997
11 Computational depth and reducibility – David W. Juedes, James I. Lathrop, Jack H. Lutz - 1994
4 Lectures on statistical modeling theory – J. Rissanen
21 Algorithmic Theories Of Everything – Jürgen Schmidhuber - 2000
6 Sequence Complexity for Biological Sequence Analysis – Lloyd Allison, Linda Stern, L. Allison A, Trevor Dix, L. Stern B, Tim Edgoose, T. I. Dix A - 2000
17 Discovering Problem Solutions with Low Kolmogorov Complexity and High Generalization Capability – Jürgen Schmidhuber - 1994
41 Discovering Neural Nets With Low Kolmogorov Complexity And High Generalization Capability – Jürgen Schmidhuber - 1997
Information Theory for Complex Systems Lecture Notes – Kristian Lindgren - 2003
9 Generativity and Systematicity in Neural Network Combinatorial Learning – Olivier Brousse - 1993
60 Minimum Description Length Induction, Bayesianism, and Kolmogorov Complexity – Paul Vitányi, Ming Li - 1998
5 The Complexity and Entropy of Literary Styles – I. Kontoyiannis - 1996
7 Structured Audio, Kolmogorov Complexity, and Generalized Audio Coding – Eric D. Scheirer - 2001
5 Algorithm Selection for Sorting and Probabilistic Inference: A Machine Learning-Based Approach – Haipeng Guo - 2003
8 Unsupervised Lexical Learning as Inductive Inference – Chun Yu Kit - 2000
Introduction to Complexity Theory – unknown authors