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NN
2002
Springer
224views Neural Networks» more  NN 2002»
14 years 11 months ago
Optimal design of regularization term and regularization parameter by subspace information criterion
The problem of designing the regularization term and regularization parameter for linear regression models is discussed. Previously, we derived an approximation to the generalizat...
Masashi Sugiyama, Hidemitsu Ogawa
ICIP
2004
IEEE
16 years 1 months ago
Tikhonov regularization versus scale space: A new result
It is well-known that scale space theory and Tikhonov regularization are close-knit. In previous studies qualitative analogies and formal relations had already been found, but non...
Luc Florack, Remco Duits, Joris Bierkens
77
Voted
SCL
2008
95views more  SCL 2008»
14 years 11 months ago
Regular implementation in the space of compactly supported functions
This article extends results on regular implementablity in [3] and [8] to the case when the signal space is not an injective cogenerator, for instance, the space D of compactly su...
D. Napp Avelli, Shiva Shankar, Harry L. Trentelman
DAGM
2005
Springer
15 years 5 months ago
Regularization on Discrete Spaces
Abstract. We consider the classification problem on a finite set of objects. Some of them are labeled, and the task is to predict the labels of the remaining unlabeled ones. Such...
Dengyong Zhou, Bernhard Schölkopf
ICPR
2004
IEEE
16 years 24 days ago
Non-Isotropic Regularization of the Correspondence Space in Stereo-Vision
The correspondence problem in stereo vision is notoriously difficult. In many approaches a noisy solution is extracted from the correspondence space. Various sophisticated regular...
Nir A. Sochen, Rami Ben-Ari