Browsing Faculty of Engineering by Subject "High-dimensional Feature Spaces"

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    • Variable kernel density estimation in high-dimensional feature spaces 

      Van der Walt, Christiaan M.; Barnard, Etienne (Association for the Advancement of Artificial Intelligence, 2017)
      Estimating the joint probability density function of a dataset is a central task in many machine learning applications. In this work we address the fundamental problem of kernel bandwidth estimation for variable kernel ...