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    » On the Identification of a Class of Linear Models
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    NIPS
    2003
    146views Information Technology» more  NIPS 2003»
    On the Concentration of Expectation and Approximate Inference in Layered Networks
    14 years 11 months ago
    On the Concentration of Expectation and Approximate Inference in Layered Networks
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    We present an analysis of concentration-of-expectation phenomena in layered Bayesian networks that use generalized linear models as the local conditional probabilities. This frame...
    XuanLong Nguyen, Michael I. Jordan
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    JPDC
    2006
    106views more  JPDC 2006»
    Computing nearest neighbors in real time
    14 years 9 months ago
    Computing nearest neighbors in real time
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    The nearest-neighbor method can successfully be applied to correct possible errors induced into bit strings transmitted over noisy communication channels or to classify samples in...
    Marius Nagy, Selim G. Akl
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    TIT
    2002
    63views more  TIT 2002»
    Fibonacci and Galois representations of feedback-with-carry shift registers
    14 years 9 months ago
    Fibonacci and Galois representations of feedback-with-carry shift registers
    Download  www.cs.uky.edu
    Feedback with carry shift registers (FCSRs) are a class of finite state devices that are similar to linear feedback shift registers (LFSRs) in their simplicity and statistical ran...
    Mark Goresky, Andrew Klapper
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    CVPR
    2010
    IEEE
    443views Computer Vision» more  CVPR 2010»
    Pareto Discriminant Analysis
    15 years 5 months ago
    Pareto Discriminant Analysis
    Download  www.ca.cs.cmu.edu
    Linear Discriminant Analysis (LDA) is a popular tool for multiclass discriminative dimensionality reduction. However, LDA suffers from two major problems: (1) It only optimizes th...
    Karim Abou-Moustafa, Fernando De la Torre, Frank F...
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    TNN
    2008
    128views more  TNN 2008»
    A Hybrid Technique for Blind Separation of Non-Gaussian and Time-Correlated Sources Using a Multicomponent Approach
    14 years 9 months ago
    A Hybrid Technique for Blind Separation of Non-Gaussian and Time-Correlated Sources Using a Multicomponent Approach
    Download  itakura.kes.tul.cz
    Blind inversion of a linear and instantaneous mixture of source signals is a problem often encountered in many signal processing applications. Efficient FastICA (EFICA) offers an ...
    Petr Tichavský, Zbynek Koldovský, Ar...
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