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Software

Academic projects

  • Class-prior estimation in a semi-supervised setup (MATLAB)
    • ICML 2012 paper “Semi-supervised learning of class balance under class-prior change by distribution matching.” (du Plessis & Sugiyama)
    • NIPS 2012 paper “Density-difference estimation.” (Sugiyama et al.)
  • Class-prior estimation from Positive and Unlabeled Data (MATLAB)
    • IEICE 2014 paper: “Class prior estimation from positive and unlabeled data.” (du Plessis & Sugiyama)

 

Other projects

  • Stroke based classification of handwritten digits (Project for ML course)