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    ICML
    2010
    IEEE
    212views Machine Learning» more  ICML 2010»
    Gaussian Processes Multiple Instance Learning
    15 years 4 months ago
    Gaussian Processes Multiple Instance Learning
    Download  www.icml2010.org
    This paper proposes a multiple instance learning (MIL) algorithm for Gaussian processes (GP). The GP-MIL model inherits two crucial benefits from GP: (i) a principle manner of lea...
    Minyoung Kim, Fernando De la Torre
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    SDM
    2008
    SIAM
    105views Data Mining» more  SDM 2008»
    Gaussian Process Learning for Cyber-Attack Early Warning
    15 years 5 months ago
    Gaussian Process Learning for Cyber-Attack Early Warning
    Download  csc.lsu.edu
    Network security has been a serious concern for many years. For example, firewalls often record thousands of exploit attempts on a daily basis. Network administrators could benefi...
    Jian Zhang 0004, Phillip A. Porras, Johannes Ullri...
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    MLMI
    2007
    Springer
    241views Machine Learning» more  MLMI 2007»
    Gaussian Process Latent Variable Models for Human Pose Estimation
    15 years 10 months ago
    Gaussian Process Latent Variable Models for Human Pose Estimation
    Download  eprints.pascal-network.org
    We describe a method for recovering 3D human body pose from silhouettes. Our model is based on learning a latent space using the Gaussian Process Latent Variable Model (GP-LVM) [1]...
    Carl Henrik Ek, Philip H. S. Torr, Neil D. Lawrenc...
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    AC
    2003
    Springer
    127views Software Engineering» more  AC 2003»
    Gaussian Processes in Machine Learning
    15 years 9 months ago
    Gaussian Processes in Machine Learning
    Download  www.cs.ubc.ca
    Carl Edward Rasmussen
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    ICANN
    2001
    Springer
    134views Neural Networks» more  ICANN 2001»
    On-Line Learning Methods for Gaussian Processes
    15 years 8 months ago
    On-Line Learning Methods for Gaussian Processes
    Download  www.jst.go.jp
    Shigeyuki Oba, Masa-aki Sato, Shin Ishii
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