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A Unifying Representer Theorem for Inverse Problems and Machine Learning |
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| Authors: | Unser Michael |
| Affiliation: | 1.Biomedical Imaging Group, Ecole polytechnique fédérale de Lausanne (EPFL), Station 17, CH-1015, Lausanne, Switzerland ; |
| Abstract: | Foundations of Computational Mathematics - Regularization addresses the ill-posedness of the training problem in machine learning or the reconstruction of a signal from a limited number of... |
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