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    ACL
    2010
    129views Computational Linguistics» more  ACL 2010»
    Learning Better Data Representation Using Inference-Driven Metric Learning
    13 years 6 months ago
    Learning Better Data Representation Using Inference-Driven Metric Learning
    Download  www.talukdar.net
    We initiate a study comparing effectiveness of the transformed spaces learned by recently proposed supervised, and semisupervised metric learning algorithms to those generated by ...
    Paramveer S. Dhillon, Partha Pratim Talukdar, Koby...
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    ACL
    2011
    202views Computational Linguistics» more  ACL 2011»
    Learning Condensed Feature Representations from Large Unsupervised Data Sets for Supervised Learning
    13 years 7 days ago
    Learning Condensed Feature Representations from Large Unsupervised Data Sets for Supervised Learning
    Download  www.aclweb.org
    Jun Suzuki, Hideki Isozaki, Masaaki Nagata
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    ICML
    2009
    IEEE
    116views Machine Learning» more  ICML 2009»
    Orbit-product representation and correction of Gaussian belief propagation
    14 years 9 months ago
    Orbit-product representation and correction of Gaussian belief propagation
    Download  velblod.videolectures.net
    Jason K. Johnson, Vladimir Y. Chernyak, Michael Ch...
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    ICML
    2007
    IEEE
    146views Machine Learning» more  ICML 2007»
    Beamforming using the relevance vector machine
    14 years 9 months ago
    Beamforming using the relevance vector machine
    Download  www.machinelearning.org
    Beamformers are spatial filters that pass source signals in particular focused locations while suppressing interference from elsewhere. The widely-used minimum variance adaptive b...
    David P. Wipf, Srikantan S. Nagarajan
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    DCC
    2002
    IEEE
    151views Computer Graphics» more  DCC 2002»
    Iterated Denoising for Image Recovery
    14 years 8 months ago
    Iterated Denoising for Image Recovery
    Download  eeweb.poly.edu
    In this paper we propose an algorithm for image recovery where completely lost blocks in an image/video-frame are recovered using spatial information surrounding these blocks. Our...
    Onur G. Guleryuz
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