Representer theorem
The representer theorem states that any function that takes the form:
where is any loss function and is any regularization term, the optimal solution, , will take the form:
Where is a kernel.
The representer theorem states that any function that takes the form:
where is any loss function and is any regularization term, the optimal solution, , will take the form:
Where is a kernel.