Optimality of Universal Prediction for General Loss and Alphabet. Manno (Lugano), CH,2002. [BibSonomy: deterministic, theory, universal juergen, prediction, leaning, information, induction, probability, algorithmic, bayesian, complexity, function, loss, kolmogorov, solomonoff,]
Fast Non-Parametric Bayesian Inference on Infinite Trees. Proc. 10th International Conf. on Artificial Intelligence and Statistics (AISTATS-2005), 144--151,Society for Artificial Intelligence and Statistics,2005. [BibSonomy: scale, time, bayesian, invariance, exact, infinite, algorithm, inference, estimation, linear, polya, adaptive, juergen, non-parametric, density, tree] URL
Distribution of Mutual Information from Complete and Incomplete Data. Computational Statistics \& Data Analysis, (48)3:633--657,Elsevier Science,2005. [BibSonomy: and, naive, second, selection, bayes, expectation, order, feature, cross, statistics, dirichlet, juergen, classifier, entropy, filters, of, bayesian, information, distribution, variance mutual,] URL
Robust Feature Selection by Mutual Information Distributions. Proc. 18th International Conf. on Uncertainty in Artificial Intelligence (UAI-2002), 577--584,Morgan Kaufmann, San Francisco, CA,2002. [BibSonomy: bayes, missing, approach, classifier, naive, order, filter, juergen, intervals, expectation, variance statistics, selection, robust, data, entropy, information, second, mutual, dirichlet, bayesian, and, of, distribution, credible, feature, cross,] URL