- Referenced in 2998 articles
- users to report any bugs they find; regular patch fixes are available from the downloads...
- Referenced in 700 articles
- Regularization Tools: A MATLAB package for Analysis and Solution of Discrete Ill-Posed Problems. Version ... package, the user can experiment with different regularization strategies. The package also includes 12 test...
- Referenced in 496 articles
- package glmnet: Lasso and elastic-net regularized generalized linear models. Extremely efficient procedures for fitting ... entire lasso or elastic-net regularization path for linear regression, logistic and multinomial regression models...
- Referenced in 412 articles
- undirected Gaussian graphical model, using ℓ 1 regularization to control the number of zeros...
- Referenced in 274 articles
- functions, and the functions have a regular interface. The main target applications...
- Referenced in 268 articles
- Clustering, Classification, and Density Estimation, including Bayesian regularization...
- Referenced in 178 articles
- Hales. This code is not regularly maintained, but it has been deposited at github...
- Referenced in 130 articles
- various complementary tools. CADP is maintained, regularly improved, and used in many industrial projects...
- Referenced in 122 articles
- Mona Lisa, etc. Others are based on regular mathematical constructions such as lattices and quaternions...
- Referenced in 119 articles
- risk minimization problems with common and important regularization functions and domain constraints. We experimentally study...
- Referenced in 84 articles
- Shrunken Centroids Regularized Discriminant Analysis , Shrunken Centroids Regularized Discriminant Analysis for the classification purpose...
- Referenced in 77 articles
- PrivateLR: Differentially Private Regularized Logistic Regression. PrivateLR implements two differentially private algorithms for estimating ... regularized logistic regression coefficients. A randomized algorithm F is epsilon-differentially private (C. Dwork, Differential...
- Referenced in 55 articles
- Fast generation of regular graphs and construction of cages. The construction of complete lists ... regular graphs up to isomorphism is one of the oldest problems in constructive combinatorics ... this article an efficient algorithm to generate regular graphs with a given number of vertices ... graphs, like construction of the 4-regular graphs on 18 vertices and, for the first...
- Referenced in 98 articles
- with 1/λ, where λ is the regularization parameter of SVM. For a linear kernel...
- Referenced in 53 articles
- ForWaRD: Fourier-Wavelet regularized deconvolution for ill-conditioned 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 mean-squared error...
- Referenced in 64 articles
- 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...
- Referenced in 63 articles
- MATLAB solver for the l1-regularized least squares problem: A fast algorithm for sparse reconstruction ... fast algorithm for solving the ℓ 1 -regularized minimization problem...
- Referenced in 54 articles
- documents, and its types (so-called 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...
- Referenced in 62 articles
- problem through a weighted 2-norm regularization formulation with an additional constraint on the weights ... algorithms based on mixed-norm regularization by showing that the two approaches are equivalent...
- Referenced in 40 articles
- TIGRA -- an iterative algorithm for regularizing nonlinear ill-posed problems. A sophisticated numerical analysis ... combination of Tikhonov regularization and the gradient method for solving nonlinear ill-posed problems ... inner loop for approximating the Tikhonov regularized solutions with a fixed regularization parameter...