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    NIPS
    1998
    117views Information Technology» more  NIPS 1998»
    Fisher Scoring and a Mixture of Modes Approach for Approximate Inference and Learning in Nonlinear State Space Models
    13 years 9 months ago
    Fisher Scoring and a Mixture of Modes Approach for Approximate Inference and Learning in Nonlinear State Space Models
    Download  www.gatsby.ucl.ac.uk
    We present Monte-Carlo generalized EM equations for learning in nonlinear state space models. The dif
    Thomas Briegel, Volker Tresp
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    CVPR
    2006
    IEEE
    216views Computer Vision» more  CVPR 2006»
    Discriminative Learning of Mixture of Bayesian Network Classifiers for Sequence Classification
    14 years 9 months ago
    Discriminative Learning of Mixture of Bayesian Network Classifiers for Sequence Classification
    Download  www.cs.rutgers.edu
    Minyoung Kim, Vladimir Pavlovic
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    ICPR
    2008
    IEEE
    152views Computer Vision» more  ICPR 2008»
    Component-wise parameter smoothing for learning mixture models
    14 years 9 months ago
    Component-wise parameter smoothing for learning mixture models
    Download  www.cs.wayne.edu
    In this paper, we propose a novel component-wise smoothing algorithm that constructs a hierarchy (or family) of smoothened log-likelihood surfaces. Our approach first smoothens th...
    Bala Rajaratnam, Chandan K. Reddy
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    AAAI
    2007
    140views Intelligent Agents» more  AAAI 2007»
    Discovering Multivariate Motifs using Subsequence Density Estimation and Greedy Mixture Learning
    13 years 10 months ago
    Discovering Multivariate Motifs using Subsequence Density Estimation and Greedy Mixture Learning
    Download  www.cc.gatech.edu
    The problem of locating motifs in real-valued, multivariate time series data involves the discovery of sets of recurring patterns embedded in the time series. Each set is composed...
    David Minnen, Charles Lee Isbell Jr., Irfan A. Ess...
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    VISAPP
    2008
    140views Computer Vision» more  VISAPP 2008»
    Online Learning of Gaussian Mixture Models - a Two-Level Approach
    13 years 9 months ago
    Online Learning of Gaussian Mixture Models - a Two-Level Approach
    Download  www.montefiore.ulg.ac.be
    Arnaud Declercq, Justus H. Piater
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