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    NIPS
    2007
    106views Information Technology» more  NIPS 2007»
    Loop Series and Bethe Variational Bounds in Attractive Graphical Models
    13 years 11 months ago
    Loop Series and Bethe Variational Bounds in Attractive Graphical Models
    Download  books.nips.cc
    Variational methods are frequently used to approximate or bound the partition or likelihood function of a Markov random field. Methods based on mean field theory are guaranteed ...
    Erik B. Sudderth, Martin J. Wainwright, Alan S. Wi...
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    IJCAI
    2003
    193views Artificial Intelligence» more  IJCAI 2003»
    When Discriminative Learning of Bayesian Network Parameters Is Easy
    13 years 11 months ago
    When Discriminative Learning of Bayesian Network Parameters Is Easy
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    Bayesian network models are widely used for discriminative prediction tasks such as classification. Usually their parameters are determined using 'unsupervised' methods ...
    Hannes Wettig, Peter Grünwald, Teemu Roos, Pe...
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    SIP
    2003
    131views Image Processing» more  SIP 2003»
    Robust Range Data Segmentation using Geometric Primitives for Robotic Applications
    13 years 11 months ago
    Robust Range Data Segmentation using Geometric Primitives for Robotic Applications
    Download  www.irrc.monash.edu.au
    This paper presents a data-driven approach for segmenting range data to enable a humanoid robot to perform interactive domestic tasks. Range data is segmented into geometric primi...
    Geoffrey Taylor, Lindsay Kleeman
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    ESANN
    2000
    163views Neural Networks» more  ESANN 2000»
    Distributed clustering and local regression for knowledge discovery in multiple spatial databases
    13 years 11 months ago
    Distributed clustering and local regression for knowledge discovery in multiple spatial databases
    Download  www.ist.temple.edu
    Many large -scale spatial data analysis problems involve an investigation of relationships in heterogeneous databases. In such situations, instead of making predictions uniformly a...
    Aleksandar Lazarevic, Dragoljub Pokrajac, Zoran Ob...
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    NIPS
    1998
    107views Information Technology» more  NIPS 1998»
    Example-Based Image Synthesis of Articulated Figures
    13 years 11 months ago
    Example-Based Image Synthesis of Articulated Figures
    Download  www.eecs.berkeley.edu
    We present a method for learning complex appearance mappings, such as occur with images of articulated objects. Traditional interpolation networks fail on this case since appearan...
    Trevor Darrell
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