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- W2112765921 abstract "The paper provides a new viewpoint on regularization theory from different perspectives. It is shown that the regularized solution can be derived from the Fourier transformation operator in the transformation domain and with equivalent form from the linear differential operator in the spatial domain. The state-of-the-art research in regularization is briefly reviewed with extended discussions on Occam's razor, minimum length description, Bayesian framework, pruning algorithms, statistical learning theory, and equivalent regularization." @default.
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- W2112765921 date "2002-11-13" @default.
- W2112765921 modified "2023-09-26" @default.
- W2112765921 title "A new view on regularization theory" @default.
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- W2112765921 doi "https://doi.org/10.1109/icsmc.2001.973520" @default.
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