
Magma
 Referenced in 1687 articles
[sw00540]
 users to report any bugs they find; regular patch fixes are available from the downloads...

Regularization tools
 Referenced in 463 articles
[sw00797]
 Regularization Tools: A MATLAB package for Analysis and Solution of Discrete IllPosed Problems. Version ... package, the user can experiment with different regularization strategies. The package also includes 12 test...

glmnet
 Referenced in 134 articles
[sw08159]
 glmnet: Lasso and elasticnet regularized generalized linear models. Extremely efficient procedures for fitting ... entire lasso or elasticnet regularization path for linear regression, logistic and multinomial regression models...

gmp
 Referenced in 162 articles
[sw00363]
 functions, and the functions have a regular interface. The main target applications...

mclust
 Referenced in 128 articles
[sw00563]
 Clustering, Classification, and Density Estimation, including Bayesian regularization...

glasso
 Referenced in 115 articles
[sw07432]
 undirected Gaussian graphical model, using ℓ 1 regularization to control the number of zeros...

CADP
 Referenced in 92 articles
[sw04993]
 various complementary tools. CADP is maintained, regularly improved, and used in many industrial projects...

ForWaRD
 Referenced in 46 articles
[sw12296]
 ForWaRD: FourierWavelet regularized deconvolution for illconditioned systems. We propose an efficient, hybrid Fourier ... wavelet regularized deconvolution (ForWaRD) algorithm that performs noise regularization via scalar shrinkage in both ... between the amount of Fourier and wavelet regularization by optimizing an approximate meansquared error...

GraphBase
 Referenced in 79 articles
[sw01555]
 Mona Lisa, etc. Others are based on regular mathematical constructions such as lattices and quaternions...

XDuce
 Referenced in 49 articles
[sw12436]
 documents, and its types (socalled regular expression types) directly correspond to document schemas. XDuce ... also provides a flexible form of regular expression pattern matching, integrating conditional branching, tag checking ... describe its foundations in the theory of regular tree automata, and present a complete formal...

rda
 Referenced in 51 articles
[sw06091]
 Shrunken Centroids Regularized Discriminant Analysis , Shrunken Centroids Regularized Discriminant Analysis for the classification purpose...

Mincer
 Referenced in 48 articles
[sw09009]
 diagrams of the propagator type within dimensional regularization. The program calculates Laurent expansions of diagrams ... with respect to the parameter of dimensional regularization up to terms which, in particular...

SimpleMKL
 Referenced in 45 articles
[sw12290]
 problem through a weighted 2norm regularization formulation with an additional constraint on the weights ... algorithms based on mixednorm regularization by showing that the two approaches are equivalent...

KPCA plus LDA
 Referenced in 61 articles
[sw08766]
 kinds of discriminant information, regular and irregular, makes CKFD a more powerful discriminator. The proposed...

FPC_AS
 Referenced in 35 articles
[sw12218]
 MATLAB solver for the l1regularized least squares problem: A fast algorithm for sparse reconstruction ... fast algorithm for solving the ℓ 1 regularized minimization problem...

TIGRA
 Referenced in 27 articles
[sw02333]
 TIGRA  an iterative algorithm for regularizing nonlinear illposed problems. A sophisticated numerical analysis ... combination of Tikhonov regularization and the gradient method for solving nonlinear illposed problems ... inner loop for approximating the Tikhonov regularized solutions with a fixed regularization parameter...

Pegasos
 Referenced in 43 articles
[sw08752]
 with 1/λ, where λ is the regularization parameter of SVM. For a linear kernel...

MATSLISE
 Referenced in 42 articles
[sw00559]
 package for the interactive numerical study of regular SturmLiouville problems, onedimensional Schrödinger equations...

2D triangulations
 Referenced in 29 articles
[sw11159]
 order of the vertices) and Delaunay triangulations. Regular triangulations are also provided for sets ... weighted points. Delaunay and regular triangulations offer nearest neighbor queries and primitives to build...

PrivateLR
 Referenced in 29 articles
[sw11354]
 PrivateLR: Differentially Private Regularized Logistic Regression. PrivateLR implements two differentially private algorithms for estimating ... regularized logistic regression coefficients. A randomized algorithm F is epsilondifferentially private (C. Dwork, Differential...