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    DAGSTUHL
    2006
    133views Software Engineering» more  DAGSTUHL 2006»
    Recent Results in Universal and Non-Universal Induction
    14 years 28 days ago
    Recent Results in Universal and Non-Universal Induction
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    We present and relate recent results in prediction based on countable classes of either probability (semi-)distributions or base predictors. Learning by Bayes, MDL, and stochastic ...
    Jan Poland
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    DAGSTUHL
    2006
    191views Software Engineering» more  DAGSTUHL 2006»
    Complexity Monotone in Conditions and Future Prediction Errors
    14 years 28 days ago
    Complexity Monotone in Conditions and Future Prediction Errors
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    We bound the future loss when predicting any (computably) stochastic sequence online. Solomonoff finitely bounded the total deviation of his universal predictor M from the true dis...
    Alexey V. Chernov, Marcus Hutter, Jürgen Schm...
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    DAGSTUHL
    2006
    160views Software Engineering» more  DAGSTUHL 2006»
    Application of Kolmogorov complexity and universal codes to identity testing and nonparametric testing of serial independence fo
    14 years 28 days ago
    Application of Kolmogorov complexity and universal codes to identity testing and nonparametric testing of serial independence fo
    Download  boris.ryabko.net
    We show that Kolmogorov complexity and such its estimators as universal codes (or data compression methods) can be applied for hypothesis testing in a framework of classical mathe...
    Boris Ryabko, Jaakko Astola, Alexander Gammerman
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    DAGSTUHL
    2006
    117views Software Engineering» more  DAGSTUHL 2006»
    On impossibility of sequential algorithmic forecasting
    14 years 28 days ago
    On impossibility of sequential algorithmic forecasting
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    The problem of prediction future event given an individual sequence of past events is considered. Predictions are given in form of real numbers pn which are computed by some algori...
    Vladimir V. V'yugin
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    DAGSTUHL
    2006
    89views Software Engineering» more  DAGSTUHL 2006»
    Learning in Reactive Environments with Arbitrary Dependence
    14 years 28 days ago
    Learning in Reactive Environments with Arbitrary Dependence
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    Daniil Ryabko, Marcus Hutter
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    DAGSTUHL
    2006
    104views Software Engineering» more  DAGSTUHL 2006»
    Multisource Algorithmic Information Theory
    14 years 28 days ago
    Multisource Algorithmic Information Theory
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    Multisource information theory in Shannon setting is well known. In this article we try to develop its algorithmic information theory counterpart and use it as the general framewo...
    Alexander Shen
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    DAGSTUHL
    2006
    130views Software Engineering» more  DAGSTUHL 2006»
    Binary Lambda Calculus and Combinatory Logic
    14 years 28 days ago
    Binary Lambda Calculus and Combinatory Logic
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    In the first part, we introduce binary representations of both lambda calculus and combinatory logic terms, and demonstrate their simplicity by providing very compact parser-inter...
    John Tromp
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    DAGSTUHL
    2006
    122views Software Engineering» more  DAGSTUHL 2006»
    Automatic Meaning Discovery Using Google
    14 years 28 days ago
    Automatic Meaning Discovery Using Google
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    We have found a method to automatically extract the meaning of words and phrases from the world-wide-web using Google page counts. The approach is novel in its unrestricted proble...
    Rudi Cilibrasi, Paul M. B. Vitányi
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    DAGSTUHL
    2006
    127views Software Engineering» more  DAGSTUHL 2006»
    06051 Abstracts Collection -- Kolmogorov Complexity and Applications
    14 years 28 days ago
    06051 Abstracts Collection -- Kolmogorov Complexity and Applications
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    Marcus Hutter, Wolfgang Merkle, Paul M. B. Vit&aac...
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    DAGSTUHL
    2006
    126views Software Engineering» more  DAGSTUHL 2006»
    A New Quartet Tree Heuristic for Hierarchical Clustering
    14 years 28 days ago
    A New Quartet Tree Heuristic for Hierarchical Clustering
    Download  homepages.cwi.nl
    Rudi Cilibrasi, Paul M. B. Vitányi
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