Information Theory and Statistical Learning
Latest Publications

TOTAL DOCUMENTS

16

(FIVE YEARS 0)

H-INDEX

5

(FIVE YEARS 0)

Published By Springer US

9780387848150, 9780387848167

Latest Documents Most Cited Documents Contributed Authors Related Sources Related Keywords

Model Selection and Information Criterion

Information Theory and Statistical Learning ◽

10.1007/978-0-387-84816-7_14 ◽

2008 ◽

pp. 333-354 ◽

Author(s):

Noboru Murata ◽

Hyeyoung Park

Keyword(s):

Model Selection ◽

Information Criterion

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Algorithmic Probability: Theory and Applications

Information Theory and Statistical Learning ◽

10.1007/978-0-387-84816-7_1 ◽

2008 ◽

pp. 1-23 ◽

Author(s):

Ray J. Solomonoff

Keyword(s):

Probability Theory ◽

Algorithmic Probability

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Information Theoretic Learning and Kernel Methods

Information Theory and Statistical Learning ◽

10.1007/978-0-387-84816-7_9 ◽

2008 ◽

pp. 209-230 ◽

Author(s):

Robert Jenssen

Keyword(s):

Kernel Methods ◽

Information Theoretic ◽

Information Theoretic Learning

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Model Selection and Testing by the MDL Principle

Information Theory and Statistical Learning ◽

10.1007/978-0-387-84816-7_2 ◽

2008 ◽

pp. 25-43 ◽

Author(s):

Jorma Rissanen

Keyword(s):

Model Selection ◽

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Information-Theoretic Causal Power

Information Theory and Statistical Learning ◽

10.1007/978-0-387-84816-7_10 ◽

2008 ◽

pp. 231-265 ◽

Author(s):

Kevin B. Korb ◽

Lucas R. Hope ◽

Erik P. Nyberg

Keyword(s):

Causal Power ◽

Information Theoretic

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Information Divergence Geometry and the Application to Statistical Machine Learning

Information Theory and Statistical Learning ◽

10.1007/978-0-387-84816-7_13 ◽

2008 ◽

pp. 309-332 ◽

Author(s):

Shinto Eguchi

Keyword(s):

Machine Learning ◽

Statistical Machine Learning ◽

Information Divergence

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MIC: Mutual Information Based Hierarchical Clustering

Information Theory and Statistical Learning ◽

10.1007/978-0-387-84816-7_5 ◽

2008 ◽

pp. 101-123 ◽

Author(s):

Alexander Kraskov ◽

Peter Grassberger

Keyword(s):

Mutual Information ◽

Hierarchical Clustering

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Extreme Physical Information as a Principle of Universal Stability

Information Theory and Statistical Learning ◽

10.1007/978-0-387-84816-7_15 ◽

2008 ◽

pp. 355-384

Author(s):

B. Roy Frieden

Keyword(s):

Physical Information ◽

Universal Stability

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Information Flows in Complex Networks

Information Theory and Statistical Learning ◽

10.1007/978-0-387-84816-7_11 ◽

2008 ◽

pp. 267-287

Author(s):

João Barros

Keyword(s):

Complex Networks ◽

Information Flows

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Entropy and Cloning Methods for Combinatorial Optimization, Sampling and Counting Using the Gibbs Sampler

Information Theory and Statistical Learning ◽

10.1007/978-0-387-84816-7_16 ◽

2008 ◽

pp. 385-434

Author(s):

Reuven Rubinstein

Keyword(s):

Combinatorial Optimization ◽

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