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    JMLR
    2012
    189views Programming Languages» more  JMLR 2012»
    Universal Measurement Bounds for Structured Sparse Signal Recovery
    12 years 19 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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    JMLR
    2012
    195views Programming Languages» more  JMLR 2012»
    Bayesian regularization of non-homogeneous dynamic Bayesian networks by globally coupling interaction parameters
    12 years 19 days ago
    Bayesian regularization of non-homogeneous dynamic Bayesian networks by globally coupling interaction parameters
    Download  jmlr.csail.mit.edu
    To relax the homogeneity assumption of classical dynamic Bayesian networks (DBNs), various recent studies have combined DBNs with multiple changepoint processes. The underlying as...
    Marco Grzegorczyk, Dirk Husmeier
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    ICDE
    2012
    IEEE
    233views Database» more  ICDE 2012»
    Accuracy-Aware Uncertain Stream Databases
    12 years 19 days ago
    Accuracy-Aware Uncertain Stream Databases
    Download  www.cs.uml.edu
    Abstract— Previous work has introduced probability distributions as first-class components in uncertain stream database systems. A lacking element is the fact of how accurate the...
    Tingjian Ge, Fujun Liu
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    TOG
    2012
    193views Communications» more  TOG 2012»
    Continuous character control with low-dimensional embeddings
    12 years 19 days ago
    Continuous character control with low-dimensional embeddings
    Download  vladlen.info
    Interactive, task-guided character controllers must be agile and responsive to user input, while retaining the flexibility to be readily authored and modified by the designer. C...
    Sergey Levine, Jack M. Wang, Alexis Haraux, Zoran ...
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    PAMI
    2012
    246views Software Engineering» more  PAMI 2012»
    LDAHash: Improved Matching with Smaller Descriptors
    12 years 19 days ago
    LDAHash: Improved Matching with Smaller Descriptors
    Download  cvlab.epfl.ch
    —SIFT-like local feature descriptors are ubiquitously employed in such computer vision applications as content-based retrieval, video analysis, copy detection, object recognition...
    Christoph Strecha, Alexander A. Bronstein, Michael...
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