@article{Hutter:05expertx,
        title = {Adaptive Online Prediction by Following the Perturbed Leader},
        author = {M. Hutter and J. Poland},
        journal = {Journal of Machine Learning Research},
        pages = {639--660},
        publisher = {Microtome},
        volume = 6,
        year = 2005,
        url = {http://arxiv.org/abs/cs.AI/0504078},
        id = {2382167},
	priority = {2},
	description = {idsia},
	biburl = {http://www.bibsonomy.org/bibtex/2a6f77b57f9dd6af428692b40ecc13a73/schaul},
	keywords = {sequential, the, adaptive, alphabet, learning, and, expected, adversary, advice, with loss, general, expert, of, experts, juergen, bounds, leader, weights, high, probability, prediction, perturbed, online, rate, hierarchy, follow,}
}

@inproceedings{Hutter:04expert,
        title = {Prediction with Expert Advice by Following the Perturbed Leader for General Weights},
        address = {Padova},
        author = {M. Hutter and J. Poland},
        booktitle = {Proc. 15th International Conf. on Algorithmic Learning Theory ({ALT'04})},
        pages = {279--293},
        publisher = {Springer, Berlin},
        series = {LNAI},
        volume = 3244,
        year = 2004,
        url = {http://arxiv.org/abs/cs.LG/0405043},
        id = {2382172},
	priority = {2},
	description = {idsia},
	biburl = {http://www.bibsonomy.org/bibtex/2b9394ee75dd5db37341b62745634de89/schaul},
	keywords = {sequential, the, adaptive, alphabet, learning, and, expected, advice, with loss, general, expert, of, juergen, experts, bounds, leader, high, weights, probability, prediction, perturbed, online, rate, hierarchy, follow,}
}

@inproceedings{Legg:04fussexp,
        title = {Tournament versus Fitness Uniform Selection},
        address = {Portland, OR},
        author = {S. Legg and M. Hutter and A. Kumar},
        booktitle = {Proc. 2004 Congress on Evolutionary Computation ({CEC'04})},
        pages = {2144--2151},
        publisher = {IEEE},
        year = 2004,
        url = {http://arxiv.org/abs/cs.LG/0403038},
        id = {2382175},
	priority = {2},
	description = {idsia},
	biburl = {http://www.bibsonomy.org/bibtex/208a8dfde4e1c9fe9b6f6b1ebe570cece/schaul},
	keywords = {problems, algorithm, of, juergen, optimization, principles, landscapes, multimodal, schemes, computations, evaluation, basic, fitness, deceptive, selection, working selfadaptation, evolutionary,}
}

@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 = {cross, feature, bayesian, order, of, juergen, mutual, variance distribution, and, expectation, bayes, naive, dirichlet, second, statistics, information, selection, entropy, filters, classifier,}
}

@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 = {bayesian, order, mutual, distribution, missing, and, expectation, naive, robust, information, selection, entropy, feature, data, cross, of, juergen, variance credible, bayes, dirichlet, filter, second, intervals, statistics, approach, classifier,}
}

@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 = {cross, order, of, juergen, mutual, variance distribution, and, expectation, dirichlet, second, information, entropy,}
}