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publications

(11)   

• Optimality of Universal Prediction for General Loss and Alphabet
  M. Hutter Istituto Dalle Molle di Studi sull'Intelligenza Artificiale, Manno (Lugano), CH, (2002)
  to kolmogorov, theory, bayesian, juergen, leaning, loss, function, induction, information, complexity, probability, algorithmic, universal solomonoff, deterministic, prediction, by schaul and 1 other person on Feb 26, 2008, 11:58 AM
  BibTeX 
• Sequential Predictions based on Algorithmic Complexity
  M. Hutter Journal of Computer and System Sciences(2006)
  to information, self-optimizingness, prior, complexity, minimal, solomonoffs, algorithmic, juergen, theory prediction, monotone, convergence, sequence, description, length, kolmogorov, by schaul and 2 other people on Feb 26, 2008, 11:58 AM
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• Robust Inference of Trees
  Marco Zaffalon and Marcus Hutter Annals of Mathematics and Artificial Intelligence(2005)
  to trees imprecise, intervals, models, dirichlet, mutual, probabilities, spanning, robust, juergen, model, dependence, graphical, inference, information, by schaul and 3 other people on Feb 26, 2008, 11:58 AM
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• Asymptotics of Discrete MDL for Online Prediction
  J. Poland and M. Hutter IEEE Transactions on Information Theory51(11):3780--3795(2005)
  to minimum, classification, model, description, loss, prediction, regression, bounds, length, induction, theory, discrete, information, class, consistency, universal sequence, algorithmic, juergen, stabilization, by schaul and 3 other people on Feb 26, 2008, 11:58 AM
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• On Generalized Computable Universal Priors and their Convergence
  M. Hutter Theoretical Computer Science(2005)
  to posterior, information, solomonoffs, mixture, distributions, probability, universal sequence, juergen, prior, prediction, theory, martin-loef, randomness, computability, concepts, convergence, algorithmic, by schaul and 2 other people on Feb 26, 2008, 11:58 AM
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• Universal Convergence of Semimeasures on Individual Random Sequences
  M. Hutter and An Proc. 15th International Conf. on Algorithmic Learning Theory (ALT'04), volume3244ofLNAI, page234--248. Padova, Springer, Berlin, (2004)
  to mixture, algorithmic, prediction, randomness, martin-lof, posterior, semimeasure, information, enumerable, sequence, theory, convergence, universal quasimeasures, juergen, distributions, by schaul and 1 other person on Feb 26, 2008, 11:58 AM
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• Convergence of Discrete MDL for Sequential Prediction
  J. Poland and M. Hutter Proc. 17th Annual Conf. on Learning Theory (COLT'04), volume3120ofLNAI, page300--314. Banff, Springer, Berlin, (2004)
  to induction, prediction, model, universal stabilization, convergence, theory, description, information, classes, juergen, minimum, length, sequence, discrete, algorithmic, by schaul and 3 other people on Feb 26, 2008, 11:58 AM
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• Sequence Prediction based on Monotone Complexity
  M. Hutter Proc. 16th Annual Conf. on Learning Theory (COLT'03), volume2777ofLNAI, page506--521. Washington, DC, Springer, Berlin, (2003)
  to length, prediction, kolmogorov, self-optimizingness, solomonoffs, juergen, sequence, monotone, convergence, minimal, description, complexity, information, theory algorithmic, prior, by schaul and 5 other people on Feb 26, 2008, 11:58 AM
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• Distribution of Mutual Information from Complete and Incomplete Data
  Marcus Hutter and Marco Zaffalon Computational Statistics \& Data Analysis48(3):633--657(2005)
  to of, expectation, statistics, selection, bayesian, entropy, juergen, mutual, dirichlet, distribution, classifier, naive, filters, second, order, feature, bayes, and, variance cross, information, by schaul and 3 other people on Feb 26, 2008, 11:58 AM
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• Robust Feature Selection by Mutual Information Distributions
  Marco Zaffalon and Marcus Hutter Proc. 18th International Conf. on Uncertainty in Artificial Intelligence (UAI-2002), page577--584. Morgan Kaufmann, San Francisco, CA, (2002)
  to second, feature, information, classifier, cross, expectation, juergen, naive, variance approach, entropy, mutual, order, selection, intervals, filter, distribution, robust, bayesian, credible, bayes, and, of, statistics, dirichlet, data, missing, by schaul and 3 other people on Feb 26, 2008, 11:58 AM
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• Distribution of Mutual Information
  M. Hutter Advances in Neural Information Processing Systems 14, page399--406. Cambridge, MA, MIT Press, (2002)
  to of, distribution, cross, expectation, information, order, entropy, variance juergen, dirichlet, second, mutual, and, by schaul and 1 other person on Feb 26, 2008, 11:58 AM
  URL | BibTeX