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    » On Universal Transfer Learning
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    ICML
    2007
    IEEE
    170views Machine Learning» more  ICML 2007»
    Self-taught learning: transfer learning from unlabeled data
    14 years 9 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
    13 years 6 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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    ATAL
    2009
    Springer
    146views Intelligent Agents» more  ATAL 2009»
    Transfer via soft homomorphisms
    14 years 3 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
    14 years 9 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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    JMLR
    2011
    98views more  JMLR 2011»
    Winning The Transfer Learning Track of Yahoo!'s Learning To Rank Challenge with YetiRank
    12 years 11 months ago
    Winning The Transfer Learning Track of Yahoo!'s Learning To Rank Challenge with YetiRank
    Download  download.yandex.ru
    Andrey Gulin, Igor Kuralenok, Dmitry Pavlov
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