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    SIGMOD
    2012
    ACM
    288views Database» more  SIGMOD 2012»
    Exploiting MapReduce-based similarity joins
    11 years 11 months ago
    Exploiting MapReduce-based similarity joins
    Download  www.public.asu.edu
    Cloud enabled systems have become a crucial component to efficiently process and analyze massive amounts of data. One of the key data processing and analysis operations is the Sim...
    Yasin N. Silva, Jason M. Reed
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    JMLR
    2012
    221views Programming Languages» more  JMLR 2012»
    Random Search for Hyper-Parameter Optimization
    11 years 11 months ago
    Random Search for Hyper-Parameter Optimization
    Download  jmlr.csail.mit.edu
    Grid search and manual search are the most widely used strategies for hyper-parameter optimization. This paper shows empirically and theoretically that randomly chosen trials are ...
    James Bergstra, Yoshua Bengio
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    TOG
    2012
    208views Communications» more  TOG 2012»
    Video-based 3D motion capture through biped control
    11 years 11 months ago
    Video-based 3D motion capture through biped control
    Download  robotics.cs.brown.edu
    Marker-less motion capture is a challenging problem, particularly when only monocular video is available. We estimate human motion from monocular video by recovering three-dimensi...
    Marek Vondrak, Leonid Sigal, Jessica K. Hodgins, O...
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    TOG
    2012
    187views Communications» more  TOG 2012»
    CrossShade: shading concept sketches using cross-section curves
    11 years 11 months ago
    CrossShade: shading concept sketches using cross-section curves
    Download  www.dgp.toronto.edu
    We facilitate the creation of 3D-looking shaded production drawings from concept sketches. The key to our approach is a class of commonly used construction curves known as cross-s...
    Cloud Shao, Adrien Bousseau, Alla Sheffer, Karan S...
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    JAIR
    2012
    254views Hardware» more  JAIR 2012»
    Completeness Guarantees for Incomplete Ontology Reasoners: Theory and Practice
    11 years 11 months ago
    Completeness Guarantees for Incomplete Ontology Reasoners: Theory and Practice
    Download  www.cs.ox.ac.uk
    To achieve scalability of query answering, the developers of Semantic Web applications are often forced to use incomplete OWL 2 reasoners, which fail to derive all answers for at ...
    Bernardo Cuenca Grau, Boris Motik, Giorgos Stoilos...
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