L1 vs L2 geometry

Geometric view of L1 and L2.

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completed

mediumRegularization Budget and Solution Location
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In the geometric view of regularization, the regularized solution is found where the OLS loss contour first touches the constraint region. What does a larger regularization budget t imply?