Kontkanen, Petri

13 publications

AISTATS 2007 MDL Histogram Density Estimation Petri Kontkanen, Petri Myllymäki

UAI 2007 On Sensitivity of the MAP Bayesian Network Structure to the Equivalent Sample Size Parameter Tomi Silander, Petri Kontkanen, Petri Myllymäki

IJCAI 2005 A Fast Normalized Maximum Likelihood Algorithm for Multinomial Data Petri Kontkanen, Petri Myllymäki

AISTATS 2003 Efficient Computing of Stochastic Complexity Petri Kontkanen, Wray L. Buntine, Petri Myllymäki, Jorma Rissanen, Henry Tirri

UAI 2001 Classifier Learning with Supervised Marginal Likelihood Petri Kontkanen, Petri Myllymäki, Henry Tirri

AISTATS 2001 Comparing Prequential Model Selection Criteria in Supervised Learning of Mixture Models Petri Kontkanen, Petri Myllymäki, Henry Tirri

UAI 1999 On Supervised Selection of Bayesian Networks Petri Kontkanen, Petri Myllymäki, Tomi Silander, Henry Tirri

ECML-PKDD 1998 Batch Classification with Discrete Finite Mixtures Petri Kontkanen, Petri Myllymäki, Tomi Silander, Henry Tirri

ECML-PKDD 1998 Bayes Optimal Instance-Based Learning Petri Kontkanen, Petri Myllymäki, Tomi Silander, Henry Tirri

ECML-PKDD 1998 Bayesian and Information-Theories Priors for Bayesian Network Parameters Petri Kontkanen, Petri Myllymäki, Tomi Silander, Henry Tirri, Peter Grünwald

UAI 1998 Minimum Encoding Approaches for Predictive Modeling Peter Grünwald, Petri Kontkanen, Petri Myllymäki, Tomi Silander, Henry Tirri

AISTATS 1997 Comparing Predictive Inference Methods for Discrete Domains Petri Kontkanen, Petri Myllymäki, Tomi Silander, Henry Tirri, Peter Grünwald

ICML 1996 Prababilistic Instance-Based Learning Henry Tirri, Petri Kontkanen, Petri Myllymäki