When is there a Representer Theorem? Nondifferentiable Regularisers and Banach spaces

25 Apr 2018Kevin Schlegel

We consider a general regularised interpolation problem for learning a parameter vector from data. The well known representer theorem says that under certain conditions on the regulariser there exists a solution in the linear span of the data points... (read more)

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