4. Non-parsimonious core methods
The correct use of kernels is linked to a representation technique that enables us to move from an initial "functional" formulation (where the space of hypotheses is a set of functions of type
) to a second formulation, this time vector-based, showing, for each example, a coefficient representing the influence of this point in the solution. To illustrate this principle, let's take the example of interpolation splines.
In the framework of interpolating splines, we search in an EHNR
...
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Non-parsimonious core methods