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    TSMC
    2010
    133views Artificial Intelligence» more  TSMC 2010»
    Probability Density Estimation With Tunable Kernels Using Orthogonal Forward Regression
    12 years 11 months ago
    Probability Density Estimation With Tunable Kernels Using Orthogonal Forward Regression
    Download  users.ecs.soton.ac.uk
    A generalized or tunable-kernel model is proposed for probability density function estimation based on an orthogonal forward regression procedure. Each stage of the density estimat...
    Sheng Chen, Xia Hong, Chris J. Harris
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    TIP
    2010
    141views more  TIP 2010»
    Efficient Particle Filtering via Sparse Kernel Density Estimation
    12 years 11 months ago
    Efficient Particle Filtering via Sparse Kernel Density Estimation
    Download  www.pmburlina.com
    Particle filters (PFs) are Bayesian filters capable of modeling nonlinear, non-Gaussian, and nonstationary dynamical systems. Recent research in PFs has investigated ways to approp...
    Amit Banerjee, Philippe Burlina
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    JMLR
    2011
    133views more  JMLR 2011»
    Operator Norm Convergence of Spectral Clustering on Level Sets
    12 years 11 months ago
    Operator Norm Convergence of Spectral Clustering on Level Sets
    Download  jmlr.csail.mit.edu
    Following Hartigan (1975), a cluster is defined as a connected component of the t-level set of the underlying density, that is, the set of points for which the density is greater...
    Bruno Pelletier, Pierre Pudlo
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    TIT
    2008
    85views more  TIT 2008»
    Undersmoothed Kernel Entropy Estimators
    13 years 4 months ago
    Undersmoothed Kernel Entropy Estimators
    Download  www.stat.columbia.edu
    We develop a "plug-in" kernel estimator for the differential entropy that is consistent even if the kernel width tends to zero as quickly as 1/N, where N is the number of...
    Liam Paninski, Masanao Yajima
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    GRAPHICSINTERFACE
    2008
    108views Computer Graphics» more  GRAPHICSINTERFACE 2008»
    Single-pass GPU solid voxelization for real-time applications
    13 years 5 months ago
    Single-pass GPU solid voxelization for real-time applications
    Download  artis.imag.fr
    In this paper, we present a single-pass technique to voxelize the interior of watertight 3D models with high resolution grids in realtime during a single rendering pass. Further, ...
    Elmar Eisemann, Xavier Décoret
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