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    AAAI
    2010
    236views Intelligent Agents» more  AAAI 2010»
    Efficient Belief Propagation for Utility Maximization and Repeated Inference
    13 years 9 months ago
    Efficient Belief Propagation for Utility Maximization and Repeated Inference
    Download  www.cs.washington.edu
    Many problems require repeated inference on probabilistic graphical models, with different values for evidence variables or other changes. Examples of such problems include utilit...
    Aniruddh Nath, Pedro Domingos
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    IJCAI
    2007
    294views Artificial Intelligence» more  IJCAI 2007»
    Fast Image Alignment Using Anytime Algorithms
    13 years 9 months ago
    Fast Image Alignment Using Anytime Algorithms
    Download  www.ijcai.org
    Image alignment refers to finding the best transformation from a fixed reference image to a new image of a scene. This process is often guided by similarity measures between ima...
    Rupert Brooks, Tal Arbel, Doina Precup
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    NIPS
    2008
    124views Information Technology» more  NIPS 2008»
    On the Complexity of Linear Prediction: Risk Bounds, Margin Bounds, and Regularization
    13 years 9 months ago
    On the Complexity of Linear Prediction: Risk Bounds, Margin Bounds, and Regularization
    Download  ttic.uchicago.edu
    This work characterizes the generalization ability of algorithms whose predictions are linear in the input vector. To this end, we provide sharp bounds for Rademacher and Gaussian...
    Sham M. Kakade, Karthik Sridharan, Ambuj Tewari
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    MEDINFO
    2007
    266views Healthcare» more  MEDINFO 2007»
    Automatic Image Modality Based Classification and Annotation to Improve Medical Image Retrieval
    13 years 9 months ago
    Automatic Image Modality Based Classification and Annotation to Improve Medical Image Retrieval
    Download  skynet.ohsu.edu
    Medical image retrieval can play an important role for diagnostic and teaching purposes in medicine. Image modality is an important visual characteristic that can be used to impro...
    Jayashree Kalpathy-Cramer, William R. Hersh
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    RIAO
    2007
    112views Information Technology» more  RIAO 2007»
    Investigating Retrieval Performance with Manually-Built Topic Models
    13 years 9 months ago
    Investigating Retrieval Performance with Manually-Built Topic Models
    Download  riao.free.fr
    Modeling text with topics is currently a popular research area in both Machine Learning and Information Retrieval (IR). Most of this research has focused on automatic methods thou...
    Xing Wei, W. Bruce Croft
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