PASCAL - Pattern Analysis, Statistical Modelling and Computational Learning

EPrints submitted by Teemu Roos

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Number of EPrints submitted by this user: 24

On the behavior of MDL denoising
Teemu Roos, Petri Myllymäki and Henry Tirri
In: AISTATS 2005, 6-8 Jan 2005, Barbados.

Compression-based stemmatology: A study of the legend of St. Henry of Finland
Teemu Roos, Tuomas Heikkilä, Rudi Cilibrasi and Petri Myllymäki
(2005) Technical Report. Helsinki Institute for Information Technology, Helsinki, Finland.

A compression-based method for stemmatic analysis
Teemu Roos, Tuomas Heikkilä and Petri Myllymäki
In: 17th European Conference on Artificial Intelligence (ECAI'06), 28 Aug - 1 Sep 2006, Riva del Garda, Italy.

MDL denoising revisited
Teemu Roos, Petri Myllymäki and Jorma Rissanen
IEEE Transactions on Signal Processing Volume 57, Number 9, pp. 3347-3360, 2009.

Conditional NML universal models
Jorma Rissanen and Teemu Roos
In: Information Theory and Applications Workshop (ITA-07), 29 Jan - 02 Feb 2007, San Diego, CA.

Statistical and Information-Theoretic Methods for Data Analysis
Teemu Roos
(2007) PhD thesis, University of Helsinki.

Bayesian network structure learning using factorized NML universal models
Teemu Roos, Tomi Silander, Petri Kontkanen and Petri Myllymäki
In: 2008 Information Theory and Applications Workshop, 27 Jan - 01 Feb 2008, San Diego, USA.

Editorial: Information theoretic methods for bioinformatics
Jorma Rissanen, Peter Grünwald, Jukka Heikkonen, Petri Myllymäki, Teemu Roos and Juho Rousu
EURASIP Journal on Bioinformatics and Systems Biology Volume 2008, 2007. ISSN 1687-4145

Monte Carlo estimation of minimax regret with an application to MDL model selection
Teemu Roos
In: IEEE Information Theory Workshop 2008, 5-9 May 2008, Porto, Portugal.

On sequentially normalized maximum likelihood models
Teemu Roos and Jorma Rissanen
In: 2008 Workshop on Information Theoretic Methods in Science and Engineering, 18-20 Aug 2008, Tampere, Finland.

Factorized normalized maximum likelihood criterion for learning Bayesian network structures
Tomi Silander, Teemu Roos, Petri Kontkanen and Petri Myllymäki
In: 4th European Workshop on Probabilistic Graphical Models, 17-19 Sep 2008, Hirtshals, Denmark.

Estimating sparse models from multivariate discrete data via transformed Lasso
Teemu Roos and Bin Yu
In: Information Theory and Applications Workshop (ITA-09), 8-13 Feb 2009, San Diego, CA.

Factorized NML models
Petri Myllymäki, Teemu Roos, Tomi Silander, Petri Kontkanen and Henry Tirri
In: Festschrift in Honor of Jorma Rissanen on the Occasion of his 75th Birthday TICSP series , 38 . (2008) Tampere International Center for Signal Processing , Tampere, Finland , pp. 189-204. ISBN 978 952 15 1962 8

Evaluating methods for computer-assisted stemmatology using artificial benchmark data sets
Teemu Roos and Tuomas Heikkilä
Literary and Linguistic Computing 2009. ISSN 0268-1145

Sparse Markov source estimation via transformed Lasso
Teemu Roos and Bin Yu
In: IEEE Information Theory Workshop 2009, 10-12 June, 2009, Volos, Greece.

Locally minimax optimal predictive modeling with Bayesian networks
Tomi Silander, Teemu Roos and Petri Myllymäki
In: 12th International Conference on Artificial Intelligence and Statistics, 16-18 April, 2009, Clearwater Beach, FL, USA.

Model selection by sequentially normalized least squares
Jorma Rissanen, Teemu Roos and Petri Myllymäki
Journal of Multivariate Analysis 2009.

Some observations on the applicability of normalized compression distance to stemmatology
Toni Merivuori and Teemu Roos
In: 2nd Workshop on Information Theoretic Methods in Science and Engineering (WITMSE-09), 17-19 Aug 2009, Tampere, Finland.

Learning locally minimax optimal Bayesian networks
Tomi Silander, Teemu Roos and Petri Myllymäki
International Journal of Approximate Reasoning Volume 51, Number 5, pp. 544-557, 2010. ISSN 0888-613X

On the consistency of sequentially normalized least squares
Daniel Schmidt and Teemu Roos
In: The Third Workshop on Information Theoretic Methods in Science and Engineering (WITMSE), 18-20 August 2010, Tampere, Finland.

Proceedings of the Fifth European Workshop on Probabilistic Graphical Models
Petri Myllymäki, Teemu Roos and Tommi Jaakkola, ed. (2010) HIIT Publications , Volume 2010-2 . Helsinki Institute for Information Technology HIIT , Helsinki, Finland . ISBN 978-952-60-3314-3

MDL hierarchical clustering for stemmatology
Po-Hsiang Lai, Teemu Roos and Joseph O'Sullivan
In: 2010 IEEE International Symposium on Information Theory (ISIT-10), 13-18 June 2010, Austin, Texas, USA.

Terveisiä huippuyliopistoista
Teemu Roos
Tietojenkäsittelytiede Volume 30, pp. 7-12, 2010.

Keep it simple stupid—On the effect of lower-order terms in BIC-like criteria
Teemu Roos and Yuan Zou
In: 2013 Information Theory and Applications Workshop, 10-15 Feb 2013, San Diego, California.