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    AAAI
    2008
    199views Intelligent Agents» more  AAAI 2008»
    Maximum Entropy Inverse Reinforcement Learning
    13 years 11 months ago
    Maximum Entropy Inverse Reinforcement Learning
    Download  www.andrew.cmu.edu
    Recent research has shown the benefit of framing problems of imitation learning as solutions to Markov Decision Problems. This approach reduces learning to the problem of recoveri...
    Brian Ziebart, Andrew L. Maas, J. Andrew Bagnell, ...
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    AIA
    2007
    348views Artificial Intelligence» more  AIA 2007»
    Improving extractive dialogue summarization by utilizing human feedback
    13 years 10 months ago
    Improving extractive dialogue summarization by utilizing human feedback
    Download  www.eml-development.de
    Automatic summarization systems usually are trained and evaluated in a particular domain with fixed data sets. When such a system is to be applied to slightly different input, la...
    Margot Mieskes, Christoph Müller, Michael Str...
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    KDD
    1998
    ACM
    190views Data Mining» more  KDD 1998»
    Time Series Forecasting from High-Dimensional Data with Multiple Adaptive Layers
    14 years 1 months ago
    Time Series Forecasting from High-Dimensional Data with Multiple Adaptive Layers
    Download  www.cs.cmu.edu
    This paper describes our work in learning online models that forecast real-valued variables in a high-dimensional space. A 3GB database was collected by sampling 421 real-valued s...
    R. Bharat Rao, Scott Rickard, Frans Coetzee
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    INTERSPEECH
    2010
    128views Signal Processing» more  INTERSPEECH 2010»
    Identifying articulatory goals from kinematic data using principal differential analysis
    13 years 3 months ago
    Identifying articulatory goals from kinematic data using principal differential analysis
    Download  www.cs.toronto.edu
    Articulatory goals can be highly indicative of lexical intentions, but are rarely used in speech classification tasks. In this paper we show that principal differential analysis c...
    Michael Reimer, Frank Rudzicz
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    KDD
    2009
    ACM
    181views Data Mining» more  KDD 2009»
    Beyond blacklists: learning to detect malicious web sites from suspicious URLs
    14 years 9 months ago
    Beyond blacklists: learning to detect malicious web sites from suspicious URLs
    Download  cseweb.ucsd.edu
    Justin Ma, Lawrence K. Saul, Stefan Savage, Geoffr...
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