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Semi-supervised nearest mean classification through a constrained log-likelihood

Marco Loog, Are Charles Jensen

Research output: Contribution to journalJournal articleResearchpeer-review

22 Citations (Scopus)
Original languageEnglish
JournalI E E E Transactions on Neural Networks and Learning Systems
Volume26
Issue number5
Pages (from-to)995-1006
Number of pages12
ISSN2162-237X
DOIs
Publication statusPublished - 2015

Keywords

  • Constrained estimation
  • inherent loss
  • log-likelihood
  • nearest centroid
  • nearest mean classifier
  • semi-supervised learning
  • surrogate loss

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