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Jorma Rissanen, Professor Emeritus
Contact Address:
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jorma.rissanen at mdl-research.org
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Main research interests
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Development of information theory as the foundation of statistical modeling,
above all theory of the MDL principle and stochastic complexity.
Extension of these. Coding theory for data compression.
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Selected papers available
- MDL
Denoising, IEEE Trans. Information Theory, 46(7),
pp. 2537-2543
- Strong Optimality
of the Normalized ML Models as Universal Codes and Information in Data,
IEEE Trans. Information Theory, vol. 47(5),
pp. 1712-1717
- Complexity of
Nonlogarithmic Loss Functions, IEEE Trans. Information Theory, vol.
49(2), pp. 476-484
- Foundations of Modeling
- An Introduction to the MDL
Principle
Erratum: The tables on p. 7
contain results that are obsolete and should be ignored. More recent
results can be found in
(Giurcaneanu & Rissanen, 2006).
- Model Selection by Sequentially Normalized
Least Squares
Errata
Teaching
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Lectures on Statistical Modeling Theory
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Last updated on December 18, 2009.
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