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Add to EdgeA New Angle on L2 Regularization
Paper and Code
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?
* An explorable explanation on the phenomenon of adversarial examples
in linear classification and its relation to L2 regularization. Interactive
version available at: https://thomas-tanay.github.io/post--L2-regularization/
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