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    NIPS
    2001
    174views Information Technology» more  NIPS 2001»
    K-Local Hyperplane and Convex Distance Nearest Neighbor Algorithms
    13 years 11 months ago
    K-Local Hyperplane and Convex Distance Nearest Neighbor Algorithms
    Download  books.nips.cc
    Guided by an initial idea of building a complex (non linear) decision surface with maximal local margin in input space, we give a possible geometrical intuition as to why K-Neares...
    Pascal Vincent, Yoshua Bengio
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    NIPS
    2003
    202views Information Technology» more  NIPS 2003»
    Max-Margin Markov Networks
    13 years 11 months ago
    Max-Margin Markov Networks
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    In typical classification tasks, we seek a function which assigns a label to a single object. Kernel-based approaches, such as support vector machines (SVMs), which maximize the ...
    Benjamin Taskar, Carlos Guestrin, Daphne Koller
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    UAI
    2003
    172views Artificial Intelligence» more  UAI 2003»
    On the Convergence of Bound Optimization Algorithms
    13 years 11 months ago
    On the Convergence of Bound Optimization Algorithms
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    Many practitioners who use EM and related algorithms complain that they are sometimes slow. When does this happen, and what can be done about it? In this paper, we study the gener...
    Ruslan Salakhutdinov, Sam T. Roweis, Zoubin Ghahra...
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    TRECVID
    2007
    132views Internet Technology» more  TRECVID 2007»
    TRECVID 2007 High Level Feature Extraction experiments at JOANNEUM RESEARCH
    13 years 11 months ago
    TRECVID 2007 High Level Feature Extraction experiments at JOANNEUM RESEARCH
    Download  www-nlpir.nist.gov
    This paper describes our experiments for the high level feature extraction task in TRECVid 2007. We submitted the following five runs: • A jr1 1: Baseline run using early fusio...
    Roland Mörzinger, Georg Thallinger
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    BIODATAMINING
    2008
    163views more  BIODATAMINING 2008»
    Multivariate profiling of neurodegeneration-associated changes in a subcellular compartment of neurons via image processing
    13 years 10 months ago
    Multivariate profiling of neurodegeneration-associated changes in a subcellular compartment of neurons via image processing
    Download  www.biodatamining.org
    Background: Dysfunction in the endolysosome, a late endosomal to lysosomal degradative intracellular compartment, is an early hallmark of some neurodegenerative diseases, in parti...
    Saravana K. Kumarasamy, Yunshi Wang, Vignesh Viswa...
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