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Image Credit: Arxiv

Discriminative Subspace Emersion from learning feature relevances across different populations

  • A new Discriminative Subspace Emersion (DSE) method has been proposed.
  • DSE extends subspace learning to a general relevance learning framework.
  • The method identifies the most relevant features in distinguishing a classification task across two populations.
  • DSE is shown to accurately identify a common subspace even with a high degree of overlap between classes.

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