@article{Hutter:04mifs, title = {Distribution of Mutual Information from Complete and Incomplete Data}, author = {Marcus Hutter and Marco Zaffalon}, journal = {Computational Statistics \& Data Analysis}, number = 3, pages = {633--657}, publisher = {Elsevier Science}, volume = 48, year = 2005, url = {http://www.hutter1.de/ai/mifs.htm}, id = {2382178}, priority = {2}, description = {idsia}, biburl = {http://www.bibsonomy.org/bibtex/23e33239f0046b223f066a4fbe60edcd6/schaul}, keywords = {and, filters, expectation, information, statistics, bayes, distribution, selection, juergen, bayesian, dirichlet, feature, variance of, cross, order, second, mutual, classifier, entropy, naive,} } @inproceedings{Zaffalon:02feature, title = {Robust Feature Selection by Mutual Information Distributions}, author = {Marco Zaffalon and Marcus Hutter}, booktitle = {Proc. 18th International Conf. on Uncertainty in Artificial Intelligence (UAI-2002)}, pages = {577--584}, publisher = {Morgan Kaufmann, San Francisco, CA}, year = 2002, url = {http://arxiv.org/abs/cs.AI/0206006}, id = {2382179}, priority = {2}, description = {idsia}, biburl = {http://www.bibsonomy.org/bibtex/2f65403f6346a5b6747be35f3f4f3ac2f/schaul}, keywords = {classifier, naive, robust, bayesian, of, order, cross, approach, selection, second, bayes, missing, credible, distribution, expectation, data, entropy, filter, statistics, and, mutual, intervals, information, juergen, variance feature, dirichlet,} } @inproceedings{Hutter:01xentropy, title = {Distribution of Mutual Information}, address = {Cambridge, MA}, author = {M. Hutter}, booktitle = {Advances in Neural Information Processing Systems 14}, pages = {399--406}, publisher = {MIT Press}, year = 2002, url = {http://arxiv.org/abs/cs.AI/0112019}, id = {2382180}, priority = {2}, description = {idsia}, biburl = {http://www.bibsonomy.org/bibtex/2196353ab4f02ae1e2973c01d08d38c45/schaul}, keywords = {variance order, dirichlet, mutual, distribution, juergen, and, second, information, expectation, of, cross, entropy,} }