PASCAL - Pattern Analysis, Statistical Modelling and Computational Learning

EPrints submitted by Paul Vitányi

Click here to see user's record.

Number of EPrints submitted by this user: 25

Kolmogorov's Structure functions and model selection
Nikolai K. Vereshchagin and Paul M.B. Vitanyi
IEEE Transactions Information Theory Volume To appear, 2003.

The Similarity metric
Ming Li, Xin Chen, Xin Li, Bin Ma and Paul M.B. Vitanyi
IEEE Transactions on Information Theory Volume To appear, 2004.

Clustering by compression
Rudi Cilibrasi and Paul M.B. Vitanyi
IEEE Transactions Information Theory Volume To Appear, 2004.

Algorithmic clustering of music
Rudi Cilibrasi, Paul M.B. Vitanyi and Ronald de Wolf
Computer Music Journal Volume 2004, Number To appear, 2004.

A Theory of Lossy Compression for Individual Data
Nikolai K. Vereshchagin and Paul M.B. Vitanyi
http://arxiv.org 2004.

Kolmogorov Complexity and Information Theory \\ {\small \em with an interpretation in terms of questions and answers
Peter D. Grunwald and Paul M.B. Vitanyi
J. Logic, Language, and Information Volume 12, Number 4, pp. 497-529, 2003.

Algorithmic statistics and Kolmogorov's Structure Functions
Paul M.B. Vitanyi
In: P.M.B. Vitanyi, Algorithmic statistics and Kolmogorov's Structure Functions. In: Advances in Minimum Description Length: Theory and Applications (2004) MIT Press .

The generalized universal law of generalization,
Nick Chater and Paul M.B. Vitanyi
Journal of Mathematical Psychology Volume 47, Number 3, pp. 346-369, 2003.

Simplicity: A unifying principle in cognitive science?
Nick Chater and Paul M.B. Vitanyi
Trends in Cognitive Sciences Volume 7, Number 1, pp. 19-22, 2003.

Sharpening Occam's Razor
M. Li, J. Tromp and Paul M.B. Vitanyi
Information Processing Letters Volume 85, Number 5, pp. 267-274, 2003.

Algorithmic Rate-Distortion Theory
N.K. Vereshchagin and P.M.B. Vitanyi
(2005) CWI, Amsterdam.

Universal similarity
P.M.B. Vitanyi
roc. ITW2005 - IEEE ITSOC Information Theory Workshop 2005 on Coding and Complexity, 29th Aug. - 1st Sept., 2005, Rotorua, New Zealand. 2005.

Clustering by Compression
R. Cilibrasi and P.M.B. Vitanyi
IEEE Transactions on Information Theory Volume 51, Number 4, pp. 1523-1545, 2005.

Algorithmic clustering of music based on string compression
R. Cilibrasirc, P.M.B. Vitanyi and R. de Wolf
Computer Music Journal Volume 28, Number 4, pp. 49-67, 2004.

Kolmogorov's structure function and model selection
N.K. Vereshchagin and P.M.B. Vitanyi
IEEE Transactions on Information Theory Volume 50, Number 21, pp. 3265-3290, 2004.

The similarity metric
M. Li, X. Chen, X. Li, B. Ma and P.M.B. Vitanyi
IEEE Transactions on Information Theory Volume 50, Number 12, pp. 3250-3264, 2004.

Algorithmic statistics and Kolmogorov's structure function
P.M.B. Vitanyi
In: Advances in Minimum Description Length (2005) MIT Press , Cambridge, Mass. , USA , pp. 151-174. ISBN 0-262-07262-9

Similarity of Objects and the Meaning of Words
Rudi Cilibrasi and Paul Vitányi
In: TAMC 2006(2006).

The Google Similarity Distance
Rudi Cilibrasi and Paul Vitányi
IEEE Transactions on Knowledge and Data Engineering 2007.

`Ideal learning' of natural language: positive results about learning from positive evidence
Nick Chater and Paul Vitányi
Journal of Mathematical Psychology 2007.

Meaningful Information
Paul Vitányi
IEEE Transactions on Information Theory Volume 52, Number 10, pp. 4617-4627, 2006.

Asshuku ni Motozuita Hanyou na Ruijido Sokuteihou (in Japanese)
Paul Vitányi
Surikagaku Volume 519, pp. 54-59, 2006.

Automatic extraction of meaning from the web
Rudi Cilibrasi and Paul Vitányi
In: ISIT 2006(2006).

Algorithmic Rate Distortion Function
N.K. Vereshchagin and Paul Vitányi
In: ISIT 2006(2006).

Clustering fetal heart rate tracings by compression
C. Costa Santos, Paul Vitányi, J. Bernardes Bernardes and L. Artilez
In: 19th IEEE Symposium on Computer-Based Medical Systems(2006).