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    COLT
    1995
    Springer
    147views Machine Learning» more  COLT 1995»
    A Game of Prediction with Expert Advice
    13 years 11 months ago
    A Game of Prediction with Expert Advice
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    V. G. Vovk
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    COLT
    1995
    Springer
    105views Machine Learning» more  COLT 1995»
    Predictive Hebbian Learning
    13 years 11 months ago
    Predictive Hebbian Learning
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    Terrence J. Sejnowski, Peter Dayan, P. Read Montag...
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    COLT
    1995
    Springer
    116views Machine Learning» more  COLT 1995»
    On the Learnability and Usage of Acyclic Probabilistic Finite Automata
    13 years 11 months ago
    On the Learnability and Usage of Acyclic Probabilistic Finite Automata
    Download  www.cs.huji.ac.il
    We propose and analyze a distribution learning algorithm for a subclass of Acyclic Probabilistic Finite Automata (APFA). This subclass is characterized by a certain distinguishabi...
    Dana Ron, Yoram Singer, Naftali Tishby
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    COLT
    1995
    Springer
    106views Machine Learning» more  COLT 1995»
    Exactly Learning Automata with Small Cover Time
    13 years 11 months ago
    Exactly Learning Automata with Small Cover Time
    Download  www.cs.huji.ac.il
    We present algorithms for exactly learning unknown environments that can be described by deterministic nite automata. The learner performs a walk on the target automaton, where at...
    Dana Ron, Ronitt Rubinfeld
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    COLT
    1995
    Springer
    137views Machine Learning» more  COLT 1995»
    Being Taught can be Faster than Asking Questions
    13 years 11 months ago
    Being Taught can be Faster than Asking Questions
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    Ronald L. Rivest, Yiqun Lisa Yin
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    COLT
    1995
    Springer
    129views Machine Learning» more  COLT 1995»
    Regression NSS: An Alternative to Cross Validation
    13 years 11 months ago
    Regression NSS: An Alternative to Cross Validation
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    The Noise Sensitivity Signature (NSS), originally introduced by Grossman and Lapedes (1993), was proposed as an alternative to cross validation for selecting network complexity. I...
    Michael P. Perrone, Brian S. Blais
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    COLT
    1995
    Springer
    126views Machine Learning» more  COLT 1995»
    From Noise-Free to Noise-Tolerant and from On-line to Batch Learning
    13 years 11 months ago
    From Noise-Free to Noise-Tolerant and from On-line to Batch Learning
    Download  reference.kfupm.edu.sa
    Norbert Klasner, Hans-Ulrich Simon
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    COLT
    1995
    Springer
    115views Machine Learning» more  COLT 1995»
    The Perceptron Algorithm vs. Winnow: Linear vs. Logarithmic Mistake Bounds when few Input Variables are Relevant
    13 years 11 months ago
    The Perceptron Algorithm vs. Winnow: Linear vs. Logarithmic Mistake Bounds when few Input Variables are Relevant
    Download  www.soe.ucsc.edu
    Jyrki Kivinen, Manfred K. Warmuth
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    COLT
    1995
    Springer
    124views Machine Learning» more  COLT 1995»
    Learning to Reason with a Restricted View
    13 years 11 months ago
    Learning to Reason with a Restricted View
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    Roni Khardon, Dan Roth
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    COLT
    1995
    Springer
    106views Machine Learning» more  COLT 1995»
    An Experimental and Theoretical Comparison of Model Selection Methods
    13 years 11 months ago
    An Experimental and Theoretical Comparison of Model Selection Methods
    Download  www.cis.upenn.edu
    Michael J. Kearns, Yishay Mansour, Andrew Y. Ng, D...
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