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    EMNLP
    2011
    156views Natural Language Processing» more  EMNLP 2011»
    Training dependency parsers by jointly optimizing multiple objectives
    12 years 8 months ago
    Training dependency parsers by jointly optimizing multiple objectives
    Download  ryanmcd.com
    We present an online learning algorithm for training parsers which allows for the inclusion of multiple objective functions. The primary example is the extension of a standard sup...
    Keith Hall, Ryan T. McDonald, Jason Katz-Brown, Mi...
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    JMLR
    2012
    176views Programming Languages» more  JMLR 2012»
    SpeedBoost: Anytime Prediction with Uniform Near-Optimality
    11 years 11 months ago
    SpeedBoost: Anytime Prediction with Uniform Near-Optimality
    Download  www.ri.cmu.edu
    We present SpeedBoost, a natural extension of functional gradient descent, for learning anytime predictors, which automatically trade computation time for predictive accuracy by s...
    Alexander Grubb, Drew Bagnell
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    COLT
    2007
    Springer
    112views Machine Learning» more  COLT 2007»
    Learning Languages with Rational Kernels
    14 years 2 months ago
    Learning Languages with Rational Kernels
    Download  www.cs.bgu.ac.il
    Corinna Cortes, Leonid Kontorovich, Mehryar Mohri
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    JMLR
    2012
    271views Programming Languages» more  JMLR 2012»
    Consistency and Rates for Clustering with DBSCAN
    11 years 11 months ago
    Consistency and Rates for Clustering with DBSCAN
    Download  jmlr.csail.mit.edu
    We propose a simple and efficient modification of the popular DBSCAN clustering algorithm. This modification is able to detect the most interesting vertical threshold level in a...
    Bharath K. Sriperumbudur, Ingo Steinwart
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    ALT
    2005
    Springer
    107views Machine Learning» more  ALT 2005»
    Identification in the Limit of Substitutable Context-Free Languages
    14 years 5 months ago
    Identification in the Limit of Substitutable Context-Free Languages
    Download  www.cmi.univ-mrs.fr
    Alexander Clark, Rémi Eyraud
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