
Pegasos
 Referenced in 85 articles
[sw08752]
 where λ is the regularization parameter of SVM. For a linear kernel, the total...

TIGRA
 Referenced in 38 articles
[sw02333]
 Tikhonov regularized solutions with a fixed regularization parameter and a parameter iteration for satisfying...

Mincer
 Referenced in 63 articles
[sw09009]
 diagrams with respect to the parameter of dimensional regularization up to terms which, in particular...

SLEP
 Referenced in 34 articles
[sw13487]
 solutions corresponding to a series of regularization parameters by the “warmstart” technique...

MinRes
 Referenced in 25 articles
[sw09350]
 parameters like the conductivity and the regularization parameters. Furthermore, we analyze the asymptotic behavior...

Bolasso
 Referenced in 26 articles
[sw31649]
 Lasso. For various decays of the regularization parameter, we compute asymptotic equivalents of the probability...

IR Tools
 Referenced in 23 articles
[sw26721]
 method uses any special stopping criteria, regularization parameters, etc., then default values are set automatically...

MBresolve
 Referenced in 20 articles
[sw10421]
 MellinBarnes integrals in the dimensional regularization parameter, or a parameter of the analytic regularization...

BLOOMP
 Referenced in 20 articles
[sw06454]
 LassoBLOT with the optimized regularization parameter have the best performance. In the noiseless case...

RegEM
 Referenced in 15 articles
[sw04943]
 regularized estimation method replaces the conditional maximum likelihood estimation of regression parameters in the conventional ... fixed truncation parameter) and ridge regression with generalized crossvalidation as regularized estimation methods ... modules that perform he regularized estimation of regression parameters (e.g., ridge regression and generalized cross ... methods and other methods of determiningca regularization parameter. PerChristian Hansen’s Regularization Tools contain...

glasso
 Referenced in 353 articles
[sw07432]
 undirected Gaussian graphical model, using ℓ 1 regularization to control the number of zeros ... models for different values of the tuning parameter. Convergence of glasso can be tricky...

na28
 Referenced in 15 articles
[sw11502]
 that, except for the mandatory regularization parameter, the user needs not specify any parameters...

GKBFP
 Referenced in 14 articles
[sw02082]
 generated Krylov subspace. The regularization parameter for the projected problem is chosen by the fixed...

GCVPACK
 Referenced in 13 articles
[sw31699]
 method of choosing a smoothing or regularization parameter and we describe the structure...

blasso
 Referenced in 11 articles
[sw06769]
 Prior distributions are proposed for the regularization parameters, resulting in an infinite mixture of elastic...

DiSCO
 Referenced in 8 articles
[sw28439]
 i.i.d. sampled and when the regularization parameter scales as 1/sqrtn, we show that the proposed...

PicardREG
 Referenced in 4 articles
[sw15726]
 Estimation of the Regularization Parameter in Linear Discrete IllPosed Problems Using the Picard parameter ... approach for determining the regularization parameter for generalform Tikhonov regularization of linear illposed ... problems. In our approach the regularization parameter is found by approximately minimizing the distance between ... manuscript titled “Estimation of the regularization parameter in linear discrete illposed problems using...

NumExp
 Referenced in 5 articles
[sw16825]
 other transcendental functions in a small regularization parameter. The hypergeometric function is expressed ... Laurent series in the regularization parameter and the coefficients are evaluated numerically by using ... needed in the context of dimensional regularization for loop integrals. The divergent and finite parts ... there is almost no restriction on the parameters of hypergeometric functions...

SparseFIS
 Referenced in 10 articles
[sw13736]
 phase estimates the linear consequent parameters by a regularized sparsityconstrainedoptimization procedure for each ... applied in order to force linear parameters to be 0, triggering a featureselection mechanism...

HyBR
 Referenced in 3 articles
[sw29132]
 appropriate choice of a regularization parameter at each iteration...