
TIGRA
 Referenced in 40 articles
[sw02333]
 numerical analysis of a combination of Tikhonov regularization and the gradient method for solving nonlinear ... posed problems is presented. The TIGRA (Tikhonovgradient method) algorithm proposed uses steepest descent iterations ... inner loop for approximating the Tikhonov regularized solutions with a fixed regularization parameter...

ErresTools
 Referenced in 39 articles
[sw38377]
 regularization parameter in TSVD and Tikhonov regularization by employing the error estimates described...

CMARS
 Referenced in 28 articles
[sw08523]
 squares for MARS as a Tikhonov regularization problem, and treat this with continuous optimization technique...

LSRN
 Referenced in 25 articles
[sw09555]
 where A may be rankdeficient. Tikhonov regularization may also be included. Since...

IR Tools
 Referenced in 49 articles
[sw26721]
 convergence of the iterations, Tikhonovtype formulations where the regularization is explicitly formulated...

lbdtik
 Referenced in 13 articles
[sw38378]
 lbdtik: Tikhonov regularization by Lanczos bidiagonalization. This Matlab function computes the Tikhonov regularized solution...

GKBFP
 Referenced in 17 articles
[sw02082]
 GolubKahan bidiagonalization algorithm together with Tikhonov regularization in the generated Krylov subspace. The regularization...

RESINVM3D
 Referenced in 9 articles
[sw12866]
 combination of zero and first order Tikhonov regularization. Two synthetic examples demonstrate the usefulness...

HyBR
 Referenced in 7 articles
[sw29132]
 standard regularization technique, such as Tikhonov regularization, to the projected problem at each iteration. Thus...

NLREG
 Referenced in 7 articles
[sw08630]
 called regularization term. For example, the Tikhonov regularization respectively its generalization to nonlinear inverse problems...

PicardREG
 Referenced in 4 articles
[sw15726]
 regularization parameter for generalform Tikhonov regularization of linear illposed problems. In our approach ... data and the data reconstructed from the regularized solution. We obtain the approximation of this ... posed problems with generalform Tikhonov regularization using the Picard parameter developed by Eitan Levin...

NPtool
 Referenced in 9 articles
[sw06855]
 KullbackLeibler divergence, and two regularization functions, Tikhonov and Total Variation, giving the opportunity ... other linear or nonlinear data fit and regularization functions. Some examples...

GENEREG
 Referenced in 4 articles
[sw08631]
 called regularization term. For example, the Tikhonov regularization respectively its generalization to nonlinear inverse problems...

DeconvolutionLab2
 Referenced in 2 articles
[sw30681]
 deconvolution microscopy, notably: Regularized inverse filter, Tikhonov regularization, Landweber, Tikhonov–Miller, Richardson–Lucy, and fast...

grad2Surf
 Referenced in 1 article
[sw40968]
 regularization, including: 1) Spectral Regularization, 2) Tikhonov Regularization, 3) Constrained Regularization (Dirichlet Boundary Values...

tikregnc
 Referenced in 1 article
[sw22698]
 MATLAB code for Tikhonov regularization with nonnegativity constraint...

ANAHESS
 Referenced in 1 article
[sw02815]
 exponential fit algorithm, compared to the Tikhonov regularization approach, with numerical applications...

KRLS
 Referenced in 1 article
[sw23167]
 Regularized Least Squares. Package implements Kernelbased Regularized Least Squares (KRLS), a machine learning method ... minimizing the squared loss of a Tikhonov regularization problem, using Gaussian kernels as radial basis...

NETT
 Referenced in 15 articles
[sw41773]
 convergence analysis for the proposed NETT (Network Tikhonov) approach to inverse problems. NETT considers data ... consistent solutions having small value of a regularizer defined by a trained neural network...

BEMLIB
 Referenced in 108 articles
[sw00005]
 BEMLIB is a boundaryelement software library of...