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    NIPS
    2007
    128views Information Technology» more  NIPS 2007»
    Estimating divergence functionals and the likelihood ratio by penalized convex risk minimization
    13 years 10 months ago
    Estimating divergence functionals and the likelihood ratio by penalized convex risk minimization
    Download  books.nips.cc
    We develop and analyze an algorithm for nonparametric estimation of divergence functionals and the density ratio of two probability distributions. Our method is based on a variati...
    XuanLong Nguyen, Martin J. Wainwright, Michael I. ...
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    TVLSI
    1998
    79views more  TVLSI 1998»
    Statistical estimation of average power dissipation using nonparametric techniques
    13 years 8 months ago
    Statistical estimation of average power dissipation using nonparametric techniques
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    Li-Pen Yuan, Chin-Chi Teng, Sung-Mo Kang
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    NIPS
    2008
    188views Information Technology» more  NIPS 2008»
    Bayesian Kernel Shaping for Learning Control
    13 years 10 months ago
    Bayesian Kernel Shaping for Learning Control
    Download  eprints.pascal-network.org
    In kernel-based regression learning, optimizing each kernel individually is useful when the data density, curvature of regression surfaces (or decision boundaries) or magnitude of...
    Jo-Anne Ting, Mrinal Kalakrishnan, Sethu Vijayakum...
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    CDC
    2009
    IEEE
    144views Control Systems» more  CDC 2009»
    A minimized zero mean entropy approach to networked control systems
    13 years 10 months ago
    A minimized zero mean entropy approach to networked control systems
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    A novel control method is proposed for networked control systems with nonlinear process, probably non-Gaussian process noise and time delays. The performance index of closed loop c...
    Jianhua Zhang, Hong Wang 0001
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    ICIP
    2003
    IEEE
    132views Image Processing» more  ICIP 2003»
    Incorporating complex statistical information in active contour-based image segmentation
    14 years 10 months ago
    Incorporating complex statistical information in active contour-based image segmentation
    Download  people.sabanciuniv.edu
    We propose an information-theoretic method for multi-phase image segmentation, in an active contour-based framework. Our approach is based on nonparametric density estimates, and ...
    Alan S. Willsky, Anthony J. Yezzi, John W. Fisher ...
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