A New Angle on L2 Regularization

Lewis D Griffin; Thomas Tanay

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A New Angle on L2 Regularization

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arxiv 1806.11186 v1 pith:3WJODTHX submitted 2018-06-28 cs.CV cs.LG

A New Angle on L2 Regularization

Thomas Tanay , Lewis D Griffin This is my paper

classification cs.CV cs.LG

keywords angleclustershyperplaneregularizationcentroidsclassificationconsiderdepends

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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?

A New Angle on L2 Regularization

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