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Publication Detail
A New Angle on L2 Regularization
  • Publication Type:
    Internet publication
  • Authors:
    Tanay T, Griffin LD
  • Publication date:
    28/06/2018
  • Status:
    Published online
Abstract
Imagine two high-dimensional clusters and a hyperplane separating them. Consider in particular the angle between: the direction joining the two clusters' centroids and the normal to the hyperplane. In linear classification, this angle depends on the level of L2 regularization used. Can you explain why?
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