On the existence of representer theorems in Banach spaces

We consider general regularisation and regularised interpolation problems for learning parameter vectors from data. In particular in Hilbert spaces regularisation methods have been applied very successfully, largely due to the well known representer theorem. Classical formulations of the theorem sta...

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Bibliographic Details
Main Author: Schlegel, K
Other Authors: Kristensen, J
Format: Thesis
Language:English
Published: 2019
Subjects: