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    NIPS
    2008
    199views Information Technology» more  NIPS 2008»
    Overlaying classifiers: a practical approach for optimal ranking
    14 years 6 days ago
    Overlaying classifiers: a practical approach for optimal ranking
    Download  www.cmla.ens-cachan.fr
    ROC curves are one of the most widely used displays to evaluate performance of scoring functions. In the paper, we propose a statistical method for directly optimizing the ROC cur...
    Stéphan Clémençon, Nicolas Va...
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    NIPS
    2008
    116views Information Technology» more  NIPS 2008»
    Particle Filter-based Policy Gradient in POMDPs
    14 years 6 days ago
    Particle Filter-based Policy Gradient in POMDPs
    Download  eprints.pascal-network.org
    Our setting is a Partially Observable Markov Decision Process with continuous state, observation and action spaces. Decisions are based on a Particle Filter for estimating the bel...
    Pierre-Arnaud Coquelin, Romain Deguest, Rém...
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    LWA
    2007
    176views Software Engineering» more  LWA 2007»
    Position Paper: Ontology Learning from Folksonomies
    14 years 6 days ago
    Position Paper: Ontology Learning from Folksonomies
    Download  www.kde.cs.uni-kassel.de
    The emergence of collaborative tagging systems with their underlying flat and uncontrolled resource organization paradigm has led to a large number of research activities focussi...
    Dominik Benz, Andreas Hotho
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    NIPS
    2007
    127views Information Technology» more  NIPS 2007»
    On higher-order perceptron algorithms
    14 years 5 days ago
    On higher-order perceptron algorithms
    Download  books.nips.cc
    A new algorithm for on-line learning linear-threshold functions is proposed which efficiently combines second-order statistics about the data with the ”logarithmic behavior” ...
    Claudio Gentile, Fabio Vitale, Cristian Brotto
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    NIPS
    2007
    178views Information Technology» more  NIPS 2007»
    Supervised Topic Models
    14 years 5 days ago
    Supervised Topic Models
    Download  www.cs.princeton.edu
    We introduce supervised latent Dirichlet allocation (sLDA), a statistical model of labelled documents. The model accommodates a variety of response types. We derive a maximum-like...
    David M. Blei, Jon D. McAuliffe
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