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    ALT
    2005
    Springer
    84views Machine Learning» more  ALT 2005»
    Constructing Multiclass Learners from Binary Learners: A Simple Black-Box Analysis of the Generalization Errors
    14 years 4 months ago
    Constructing Multiclass Learners from Binary Learners: A Simple Black-Box Analysis of the Generalization Errors
    Download  www.cpe.ku.ac.th
    Jittat Fakcharoenphol, Boonserm Kijsirikul
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    ALT
    2005
    Springer
    79views Machine Learning» more  ALT 2005»
    The Robot Scientist Project
    14 years 5 months ago
    The Robot Scientist Project
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    Ross D. King
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    ALT
    2005
    Springer
    111views Machine Learning» more  ALT 2005»
    Algorithms for Learning Regular Expressions
    14 years 5 months ago
    Algorithms for Learning Regular Expressions
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    Henning Fernau
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    ALT
    2005
    Springer
    93views Machine Learning» more  ALT 2005»
    Defensive Forecasting for Linear Protocols
    14 years 8 months ago
    Defensive Forecasting for Linear Protocols
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    Vladimir Vovk, Ilia Nouretdinov, Akimichi Takemura...
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    ALT
    2005
    Springer
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    Non-asymptotic Calibration and Resolution
    14 years 8 months ago
    Non-asymptotic Calibration and Resolution
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    Vladimir Vovk
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    ALT
    2005
    Springer
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    On Computability of Pattern Recognition Problems
    14 years 8 months ago
    On Computability of Pattern Recognition Problems
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    Daniil Ryabko
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    ALT
    2005
    Springer
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    Defensive Universal Learning with Experts
    14 years 8 months ago
    Defensive Universal Learning with Experts
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    This paper shows how universal learning can be achieved with expert advice. To this aim, we specify an experts algorithm with the following characteristics: (a) it uses only feedba...
    Jan Poland, Marcus Hutter
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    ALT
    2005
    Springer
    128views Machine Learning» more  ALT 2005»
    PAC-Learnability of Probabilistic Deterministic Finite State Automata in Terms of Variation Distance
    14 years 8 months ago
    PAC-Learnability of Probabilistic Deterministic Finite State Automata in Terms of Variation Distance
    Download  www.csc.liv.ac.uk
    We consider the problem of PAC-learning distributions over strings, represented by probabilistic deterministic finite automata (PDFAs). PDFAs are a probabilistic model for the gen...
    Nick Palmer, Paul W. Goldberg
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    ALT
    2005
    Springer
    136views Machine Learning» more  ALT 2005»
    An Analysis of the Anti-learning Phenomenon for the Class Symmetric Polyhedron
    14 years 8 months ago
    An Analysis of the Anti-learning Phenomenon for the Class Symmetric Polyhedron
    Download  eprints.pascal-network.org
    This paper deals with an unusual phenomenon where most machine learning algorithms yield good performance on the training set but systematically worse than random performance on th...
    Adam Kowalczyk, Olivier Chapelle
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    ALT
    2005
    Springer
    142views Machine Learning» more  ALT 2005»
    Gold-Style and Query Learning Under Various Constraints on the Target Class
    14 years 8 months ago
    Gold-Style and Query Learning Under Various Constraints on the Target Class
    Download  www2.cs.uregina.ca
    In language learning, strong relationships between Gold-style models and query models have recently been observed: in some quite general setting Gold-style learners can be replaced...
    Sanjay Jain, Steffen Lange, Sandra Zilles
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