Consistency Analysis of Spectral Regularization Algorithms

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 es...

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Bibliographic Details
Main Authors: Yukui Zhu, Hongwei Sun
Format: Article
Language:English
Published: Wiley 2012-01-01
Series:Abstract and Applied Analysis
Online Access:http://dx.doi.org/10.1155/2012/436510
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