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I was wondering if anyone has any analytic insight into why non-differentiable penalties can set coefficients to zero, and if there is a more relaxed alternative to this definition regarding the smoothness?

The usual explanation of a RSS level curve plot and a statement of selecting that one point to be probability zero leaves a lot to be desired here from the usual texts.

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