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    » Boosting for transfer learning
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    ICML
    2007
    IEEE
    170views Machine Learning» more  ICML 2007»
    Self-taught learning: transfer learning from unlabeled data
    15 years 10 months ago
    Self-taught learning: transfer learning from unlabeled data
    Download  www.stanford.edu
    We present a new machine learning framework called "self-taught learning" for using unlabeled data in supervised classification tasks. We do not assume that the unlabele...
    Rajat Raina, Alexis Battle, Honglak Lee, Benjamin ...
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    EDM
    2009
    179views Data Mining» more  EDM 2009»
    Learning Factors Transfer Analysis: Using Learning Curve Analysis to Automatically Generate Domain Models
    14 years 7 months ago
    Learning Factors Transfer Analysis: Using Learning Curve Analysis to Automatically Generate Domain Models
    Download  www.educationaldatamining.org
    This paper describes a novel method to create a quantitative model of an educational content domain of related practice item-types using learning curves. By using a pairwise test t...
    Philip I. Pavlik Jr., Hao Cen, Kenneth R. Koedinge...
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    CVPR
    2010
    IEEE
    214views Computer Vision» more  CVPR 2010»
    On the design of robust classifiers for computer vision
    15 years 2 months ago
    On the design of robust classifiers for computer vision
    Download  www.svcl.ucsd.edu
    The design of robust classifiers, which can contend with the noisy and outlier ridden datasets typical of computer vision, is studied. It is argued that such robustness requires l...
    Hamed Masnadi-Shirazi, Nuno Vasconcelos, Vijay Mah...
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    ATAL
    2009
    Springer
    146views Intelligent Agents» more  ATAL 2009»
    Transfer via soft homomorphisms
    15 years 4 months ago
    Transfer via soft homomorphisms
    Download  www.eecs.umich.edu
    The field of transfer learning aims to speed up learning across multiple related tasks by transferring knowledge between source and target tasks. Past work has shown that when th...
    Jonathan Sorg, Satinder Singh
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    ICML
    2008
    IEEE
    233views Machine Learning» more  ICML 2008»
    Bayesian multiple instance learning: automatic feature selection and inductive transfer
    15 years 10 months ago
    Bayesian multiple instance learning: automatic feature selection and inductive transfer
    Download  www.umiacs.umd.edu
    Vikas C. Raykar, Balaji Krishnapuram, Jinbo Bi, Mu...
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