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    ICMLA
    2009
    184views Machine Learning» more  ICMLA 2009»
    Exact Graph Structure Estimation with Degree Priors
    13 years 3 months ago
    Exact Graph Structure Estimation with Degree Priors
    Download  www1.cs.columbia.edu
    We describe a generative model for graph edges under specific degree distributions which admits an exact and efficient inference method for recovering the most likely structure. T...
    Bert Huang, Tony Jebara
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    ICMLA
    2009
    156views Machine Learning» more  ICMLA 2009»
    Knowledge Transfer for Feature Generation in Document Classification
    13 years 3 months ago
    Knowledge Transfer for Feature Generation in Document Classification
    Download  csc.lsu.edu
    One important problem in machine learning is how to extract knowledge from prior experience, then transfer and apply this knowledge in new learning tasks. To address this problem, ...
    Jian Zhang, Shobhit S. Shakya
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    ICMLA
    2009
    169views Machine Learning» more  ICMLA 2009»
    Learning Probabilistic Structure Graphs for Classification and Detection of Object Structures
    13 years 3 months ago
    Learning Probabilistic Structure Graphs for Classification and Detection of Object Structures
    Download  www.ipb.uni-bonn.de
    Abstract--This paper presents a novel and domainindependent approach for graph-based structure learning. The approach is based on solving the Maximum Common SubgraphIsomorphism pro...
    Johannes Hartz
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    ICMLA
    2009
    213views Machine Learning» more  ICMLA 2009»
    Discovering Rules from Disk Events for Predicting Hard Drive Failures
    13 years 3 months ago
    Discovering Rules from Disk Events for Predicting Hard Drive Failures
    Download  mllab.csa.iisc.ernet.in
    Detecting impending failure of hard disks is an important prediction task which might help computer systems to prevent loss of data and performance degradation. Currently most of t...
    Vipul Agarwal, Chiranjib Bhattacharyya, Thirumale ...
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    ICMLA
    2009
    220views Machine Learning» more  ICMLA 2009»
    Exploring Scale-Induced Feature Hierarchies in Natural Images
    13 years 3 months ago
    Exploring Scale-Induced Feature Hierarchies in Natural Images
    Download  class.inrialpes.fr
    Recently there has been considerable interest in topic models based on the bag-of-features representation of images. The strong independence assumption inherent in the bag-of-feat...
    Jukka Perkiö, Tinne Tuytelaars, Wray L. Bunti...
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