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    ORL
    2011
    270views Operations Research» more  ORL 2011»
    Convex approximations to sparse PCA via Lagrangian duality
    13 years 2 months ago
    Convex approximations to sparse PCA via Lagrangian duality
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    We derive a convex relaxation for cardinality constrained Principal Component Analysis (PCA) by using a simple representation of the L1 unit ball and standard Lagrangian duality. ...
    Ronny Luss, Marc Teboulle
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    PR
    2006
    76views more  PR 2006»
    Extending the relevant component analysis algorithm for metric learning using both positive and negative equivalence constraints
    13 years 7 months ago
    Extending the relevant component analysis algorithm for metric learning using both positive and negative equivalence constraints
    Download  repository.ust.hk
    Relevant component analysis (RCA) is a recently proposed metric learning method for semi-supervised learning applications. It is a simple and efficient method that has been applie...
    Dit-Yan Yeung, Hong Chang
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    IDEAL
    2007
    Springer
    150views Intelligent Agents» more  IDEAL 2007»
    Analysis of Tiling Microarray Data by Learning Vector Quantization and Relevance Learning
    14 years 1 months ago
    Analysis of Tiling Microarray Data by Learning Vector Quantization and Relevance Learning
    Download  gbic.biol.rug.nl
    We apply learning vector quantization to the analysis of tiling microarray data. As an example we consider the classification of C. elegans genomic probes as intronic or exonic. T...
    Michael Biehl, Rainer Breitling, Yang Li
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    ICML
    2003
    IEEE
    103views Machine Learning» more  ICML 2003»
    Learning Logic Programs for Layout Analysis Correction
    14 years 8 months ago
    Learning Logic Programs for Layout Analysis Correction
    Download  www.hpl.hp.com
    Margherita Berardi, Michelangelo Ceci, Floriana Es...
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    ICALT
    2008
    IEEE
    135views Machine Learning» more  ICALT 2008»
    Interaction Analysis as a Multi-Support Approach of Social Computing for Learning, in the "Collaborative Era": Lessons Learned b
    14 years 2 months ago
    Interaction Analysis as a Multi-Support Approach of Social Computing for Learning, in the "Collaborative Era": Lessons Learned b
    Download  ltee.org
    Apparently computer technology is shifting its focus, with individual users not being the main target any more. The evolution of Web 2.0 technologies is promoting the development ...
    Tharrenos Bratitsis, Angelique Dimitracopoulou
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