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    ICMLA
    2007
    80views Machine Learning» more  ICMLA 2007»
    Memory-based context-sensitive spelling correction at web scale
    13 years 11 months ago
    Memory-based context-sensitive spelling correction at web scale
    Download  www.cs.cmu.edu
    We study the problem of correcting spelling mistakes in text using memory-based learning techniques and a very large database of token n-gram occurrences in web text as training d...
    Andrew Carlson, Ian Fette
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    MVA
    2007
    160views Computer Vision» more  MVA 2007»
    Probabilistic Motion Segmentation of Videos for Temporal Super Resolution
    13 years 11 months ago
    Probabilistic Motion Segmentation of Videos for Temporal Super Resolution
    Download  svr-www.eng.cam.ac.uk
    A novel scheme is proposed for achieving motion segmentation in low-frame rate videos, with application to temporal super resolution. Probabilistic generative models are commonly ...
    Arasanathan Thayananthan, Masahiro Iwasaki, Robert...
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    ESANN
    2004
    90views Neural Networks» more  ESANN 2004»
    High-accuracy value-function approximation with neural networks applied to the acrobot
    13 years 11 months ago
    High-accuracy value-function approximation with neural networks applied to the acrobot
    Download  remi.coulom.free.fr
    Several reinforcement-learning techniques have already been applied to the Acrobot control problem, using linear function approximators to estimate the value function. In this pape...
    Rémi Coulom
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    AAAI
    1990
    128views Intelligent Agents» more  AAAI 1990»
    Becoming Increasingly Reactive
    13 years 11 months ago
    Becoming Increasingly Reactive
    Download  www.aaai.org
    We describe a robot control architecture which combines a stimulus-response subsystem for rapid reaction, with a search-based planner for handling unanticipated situations. The ro...
    Tom M. Mitchell
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    ICML
    2010
    IEEE
    193views Machine Learning» more  ICML 2010»
    Efficient Selection of Multiple Bandit Arms: Theory and Practice
    13 years 11 months ago
    Efficient Selection of Multiple Bandit Arms: Theory and Practice
    Download  www.cs.utexas.edu
    We consider the general, widely applicable problem of selecting from n real-valued random variables a subset of size m of those with the highest means, based on as few samples as ...
    Shivaram Kalyanakrishnan, Peter Stone
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