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    SDM
    2010
    SIAM
    151views Data Mining» more  SDM 2010»
    Fast Stochastic Frank-Wolfe Algorithms for Nonlinear SVMs
    13 years 11 months ago
    Fast Stochastic Frank-Wolfe Algorithms for Nonlinear SVMs
    Download  www.cc.gatech.edu
    The high computational cost of nonlinear support vector machines has limited their usability for large-scale problems. We propose two novel stochastic algorithms to tackle this pr...
    Hua Ouyang, Alexander Gray
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    IJCAI
    2007
    227views Artificial Intelligence» more  IJCAI 2007»
    A Scalable Kernel-Based Algorithm for Semi-Supervised Metric Learning
    13 years 11 months ago
    A Scalable Kernel-Based Algorithm for Semi-Supervised Metric Learning
    Download  www.cs.ust.hk
    In recent years, metric learning in the semisupervised setting has aroused a lot of research interests. One type of semi-supervised metric learning utilizes supervisory informatio...
    Dit-Yan Yeung, Hong Chang, Guang Dai
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    NETWORKING
    2008
    153views Computer Networks» more  NETWORKING 2008»
    Traffic Engineering and Routing in IP Networks with Centralized Control
    13 years 11 months ago
    Traffic Engineering and Routing in IP Networks with Centralized Control
    Download  www.ee.kth.se
    There have been research initiatives in centralized control recently, which advocate that the control of an autonomous system (AS) should be performed in a centralized fashion. In ...
    Jing Fu, Peter Sjödin, Gunnar Karlsson
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    MVA
    2007
    154views Computer Vision» more  MVA 2007»
    Fisher Non-negative Matrix Factorization with Pairwise Weighting
    13 years 11 months ago
    Fisher Non-negative Matrix Factorization with Pairwise Weighting
    Download  www.cvlab.cs.tsukuba.ac.jp
    Non-negative matrix factorization (NMF) is a powerful feature extraction method for finding parts-based, linear representations of non-negative data . Inherently, it is unsupervis...
    Xi Li, Kazuhiro Fukui
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    NETWORKING
    2007
    92views Computer Networks» more  NETWORKING 2007»
    Optimal Rate Allocation in Overlay Content Distribution
    13 years 11 months ago
    Optimal Rate Allocation in Overlay Content Distribution
    Download  www.eecg.toronto.edu
    This paper addresses the optimal rate allocation problem in overlay content distribution for efficient utilization of limited bandwidths. We systematically present a series of opti...
    Chuan Wu, Baochun Li
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