Results 161 to 170 of about 3,866 (190)

Training with Noise is Equivalent to Tikhonov Regularization

Neural Computation, 1995
It is well known that the addition of noise to the input data of a neural network during training can, in some circumstances, lead to significant improvements in generalization performance. Previous work has shown that such training with noise is equivalent to a form of regularization in which an extra term is added to the error function. However, the
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On the Tikhonov regularization of affine pseudomonotone mappings

Optimization Letters, 2013
The author gives some characterizations of the pseudomonotonicity in connection with the affine mappings on a nonempty closed convex subset \(K\subset \mathbb{R}^n\) and the non-negative orthant \(\mathbb{R}^{n}_{+}\), respectively. The author describes a class of affine pseudomonotone mappings whose regularized operators are not pseudomonotone.
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On Krylov projection methods and Tikhonov regularization [PDF]

, 2015
zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Gazzola S, Novati P, Russo M.R.
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Recursive filtering 2D Tikhonov regularization

2022 35th SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI), 2022
Hermes H. Ferreira, Eduardo S. L. Gastal
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Tikhonov Fixed—Point Regularization

2000
The main purpose of this note is to propose viscosity approximation methods which amount to selecting a particular fixed-point of a given nonexpansive self mapping in a general Hilbert space. The connection with the selection principles of Attouch, in the context of convex minimization and monotone inclusion problems, is made and an application to a ...
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Tikhonov Regularization

2013
Richard C. Aster, Brian Borchers, Clifford H. Thurber   +2 more
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Tikhonov Regularization

2000
Heinz W. Engl, Martin Hanke, Andreas Neubauer   +2 more
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Iterated Tikhonov regularization with a general penalty term

Numerical Linear Algebra With Applications, 2017
Marco Donatelli, Alessandro Buccini, Lothar Reichel   +2 more
exaly  

A new variant of L-curve for Tikhonov regularization

Journal of Computational and Applied Mathematics, 2009
Mansoor Rezghi, S Mohammad Hosseini
exaly  

A Projection‐Based Approach to General‐Form Tikhonov Regularization

SIAM Journal of Scientific Computing, 2007
Per Christian Hansen, Malena Español, Misha Kilmer   +2 more
exaly