Conference
A New View on Regularization Theory
Abstract
This 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 transformation domain with equivalent form from linear differential operator in spatial domain. The state-of-the-art research in regularization are briefly reviewed with extended discussions on Occam's razor, minimum length description, Bayesian framework, …
Authors
Chen Z; Haykin S
Volume
3
Pagination
pp. 1642-1647
Publisher
Institute of Electrical and Electronics Engineers (IEEE)
Publication Date
January 1, 2001
DOI
10.1109/icsmc.2001.973520
Name of conference
2001 IEEE International Conference on Systems, Man and Cybernetics. e-Systems and e-Man for Cybernetics in Cyberspace (Cat.No.01CH37236)