Generalized Cross-Validation as a Method of Hyperparameter Search for MTGV Regularization

The concept of generalized cross-validation (GCV) is applied to modified total generalized variation (MTGV) regularization. Current implementations of the MTGV regularization rely on manual (or semi-manual) hyperparameter optimization, which is both time-consuming and subject to bias. The combinatio...

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Bibliographische Detailangaben

Hauptverfasser:	Beckmann, Julian B. B, Sparks, Amy, Ward-Williams, Jordan A, Mantle, Mick D, Sederman, Andrew J, Gladden, Lynn F
Format:	Artikel
Sprache:	eng
Schlagworte:	Physics - Chemical Physics
Online-Zugang:	Volltext bestellen
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