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    SIGMOD
    2012
    ACM
    223views Database» more  SIGMOD 2012»
    MaskIt: privately releasing user context streams for personalized mobile applications
    12 years 18 days ago
    MaskIt: privately releasing user context streams for personalized mobile applications
    Download  milahardt.org
    The rise of smartphones equipped with various sensors has enabled personalization of various applications based on user contexts extracted from sensor readings. At the same time i...
    Michaela Götz, Suman Nath, Johannes Gehrke
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    JMLR
    2012
    203views Programming Languages» more  JMLR 2012»
    Maximum Margin Temporal Clustering
    12 years 18 days ago
    Maximum Margin Temporal Clustering
    Download  www.humansensing.cs.cmu.edu
    Temporal Clustering (TC) refers to the factorization of multiple time series into a set of non-overlapping segments that belong to k temporal clusters. Existing methods based on e...
    Minh Hoai Nguyen, Fernando De la Torre
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    JMLR
    2012
    256views Programming Languages» more  JMLR 2012»
    Globally Optimizing Graph Partitioning Problems Using Message Passing
    12 years 18 days ago
    Globally Optimizing Graph Partitioning Problems Using Message Passing
    Download  www.cs.huji.ac.il
    Graph partitioning algorithms play a central role in data analysis and machine learning. Most useful graph partitioning criteria correspond to optimizing a ratio between the cut a...
    Elad Mezuman, Yair Weiss
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    JMLR
    2012
    189views Programming Languages» more  JMLR 2012»
    Universal Measurement Bounds for Structured Sparse Signal Recovery
    12 years 18 days ago
    Universal Measurement Bounds for Structured Sparse Signal Recovery
    Download  homepages.cae.wisc.edu
    Standard compressive sensing results state that to exactly recover an s sparse signal in Rp , one requires O(s · log p) measurements. While this bound is extremely useful in prac...
    Nikhil S. Rao, Ben Recht, Robert D. Nowak
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    CVPR
    2012
    IEEE
    219views Computer Vision» more  CVPR 2012»
    Weak attributes for large-scale image retrieval
    12 years 18 days ago
    Weak attributes for large-scale image retrieval
    Download  www.ee.columbia.edu
    Attribute-based query offers an intuitive way of image retrieval, in which users can describe the intended search targets with understandable attributes. In this paper, we develop...
    Felix X. Yu, Rongrong Ji, Ming-Hen Tsai, Guangnan ...
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