Consistency analysis of spectral regularization algorithms (Q437553)
From MaRDI portal
 | This is the item page for this Wikibase entity, intended for internal use and editing purposes. Please use this page instead for the normal view: Consistency analysis of spectral regularization algorithms |
scientific article; zbMATH DE number 6058113
| Language | Label | Description | Also known as |
|---|---|---|---|
| English | Consistency analysis of spectral regularization algorithms |
scientific article; zbMATH DE number 6058113 |
Statements
Consistency analysis of spectral regularization algorithms (English)
0 references
18 July 2012
0 references
Summary: We investigate the consistency of spectral regularization algorithms. We generalize the usual definition of regularization function to enrich the content of spectral regularization algorithms. Under a more general prior condition, using refined error decompositions and techniques of operator norm estimation, satisfactory error bounds and learning rates are proved.
0 references
