PASCAL - Pattern Analysis, Statistical Modelling and Computational Learning

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PASCAL Network

Full NamePetri Kontkanen
TitlePostdoctoral Researcher
SiteUniversity of Helsinki
StatusResearcher
Tel+358 9 191 51232
Fax+358 9 191 51120
WWWwww.cs.helsinki.fi/u/pkontkan/

Research Interests
Computational, Information-Theoretic Learning with Statistics
Learning/Statistics & Optimisation
Theory & Algorithms
Publications

Number of records: 16.

A Fast Normalized Maximum Likelihood Algorithm for Multinomial Data Petri Kontkanen and Petri Myllymäki Conference or Workshop Item Item availablity restricted. (July 2005)
A linear-time algorithm for computing the multinomial stochastic complexity Petri Kontkanen and Petri Myllymäki Article Item not available online. (September 2007)
An Empirical Comparison of NML Clustering Algorithms Petri Kontkanen and Petri Myllymäki Conference or Workshop Item (July 2008)
An MDL Framework for Data Clustering Petri Kontkanen, Petri Myllymäki, Wray Buntine, Jorma Rissanen and Henry Tirri Book Section (2005)
Bayesian network structure learning using factorized NML universal models Teemu Roos, Tomi Silander, Petri Kontkanen and Petri Myllymäki Conference or Workshop Item (01 February 2008)
Calculating the Normalized Maximum Likelihood Distribution for Bayesian Forests Hannes Wettig, Petri Kontkanen and Petri Myllymäki Article (October 2007)
Clustgrams: an extension to histogram densities based on the minimum description length principle Panu Luosto and Petri Kontkanen Article Item not available online. (2011)
Computing the regret table for multinomial data Petri Kontkanen and Petri Myllymäki Monograph (12 April 2005)
Factorized NML models Petri Myllymäki, Teemu Roos, Tomi Silander, Petri Kontkanen and Henry Tirri Book Section (2008)
Factorized normalized maximum likelihood criterion for learning Bayesian network structures Tomi Silander, Teemu Roos, Petri Kontkanen and Petri Myllymäki Conference or Workshop Item (17 September 2008)
Information-Theoretically Optimal Histogram Density Estimation Petri Kontkanen and Petri Myllymäki Monograph Item availablity restricted. (17 March 2006)
MDL Histogram Density Estimation Petri Kontkanen and Petri Myllymäki Conference or Workshop Item (March 2007)
NML Computation Algorithms for Tree-Structured Multinomial Bayesian Networks Petri Kontkanen, Hannes Wettig and Petri Myllymäki Article (2008)
On Sensitivity of the MAP Bayesian Network Structure to the Equivalent Sample Size Parameter Tomi Silander, Petri Kontkanen and Petri Myllymäki Conference or Workshop Item (2007)
Probabilistic Methods for Location Estimation in Wireless Networks Petri Kontkanen, Petri Myllymäki, Teemu Roos, Henry Tirri, Kimmo Valtonen and Hannes Wettig Book Section (2004)
Topics in Probabilistic Location Estimation in Wireless Networks Petri Kontkanen, Petri Myllymäki, Teemu Roos, Henry Tirri, Kimmo Valtonen and Hannes Wettig Conference or Workshop Item (24 May 2004)

This list was generated on Fri May 24 04:33:59 BST 2013.