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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 8 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 8 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 8 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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    UAI
    2008
    241views Artificial Intelligence» more  UAI 2008»
    Toward Experiential Utility Elicitation for Interface Customization
    13 years 8 months ago
    Toward Experiential Utility Elicitation for Interface Customization
    Download  uai2008.cs.helsinki.fi
    User preferences for automated assistance often vary widely, depending on the situation, and quality or presentation of help. Developing effective models to learn individual prefe...
    Bowen Hui, Craig Boutilier
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    AAAI
    2006
    128views Intelligent Agents» more  AAAI 2006»
    Automatically Labeling the Inputs and Outputs of Web Services
    13 years 8 months ago
    Automatically Labeling the Inputs and Outputs of Web Services
    Download  www.isi.edu
    Information integration systems combine data from multiple heterogeneous Web services to answer complex user queries, provided a user has semantically modeled the service first. T...
    Kristina Lerman, Anon Plangprasopchok, Craig A. Kn...
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