
gss
 Referenced in 293 articles
[sw06099]
 discussions are devoted to model construction, smoothing parameter selection, computation, and asymptotic convergence. Most...

mgcv
 Referenced in 97 articles
[sw07751]
 other generalized ridge regression with multiple smoothing parameter selection by GCV, REML or UBRE/AIC. Also...

fields
 Referenced in 56 articles
[sw08187]
 functions that can determine the smoothing parameter (nugget and sill variance) by cross validation...

frailtypack
 Referenced in 43 articles
[sw06070]
 events). An automatic choice of the smoothing parameter is possible using an approximated crossvalidation...

KELLEY
 Referenced in 631 articles
[sw04829]
 pages, is devoted to the optimization of smooth functions. The methods studied in this first ... provides basic concepts. It also introduces a parameter identification problem and a discretized optimal control ... discussed in the respective chapter using the parameter identification problem and the discretized optimal control ... treatment of both, optimization methods for smooth and for noisy functions is a unique feature...

decon
 Referenced in 20 articles
[sw11088]
 selection of the datadriven smoothing parameter are also provided in the package. See details...

SDMINMAX
 Referenced in 12 articles
[sw36992]
 Bertsekas. This technique depends on a smoothing parameter which controls the approximation to the finite ... based on a sampling of the smooth function along a suitable search direction ... particular updating rule for the smoothing parameter that depends on the sampling stepsize. Numerical results...

Worm plot
 Referenced in 13 articles
[sw08567]
 this transformation are modelled as smooth agedependent parameter curves for the median, variation ... choose the appropriate amount of smoothness of each parameter curve. The worm plot assesses...

NESUN
 Referenced in 43 articles
[sw28733]
 level of smoothness of the objective function. Their only essential input parameter is the required ... fast rate of convergence, typical for the smooth optimization problems, sometimes can be achieved even...

ibr
 Referenced in 7 articles
[sw11227]
 need of selecting an optimal smoothing parameter), such as thinplate spline or kernel smoothers...

scam
 Referenced in 6 articles
[sw15787]
 model with multiple smoothing parameter selection by GCV or UBRE/AIC...

NESVM
 Referenced in 6 articles
[sw08753]
 accelerate NESVM by dynamically decreasing the smooth parameter and using the continuation method. Our experiments...

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

galepu
 Referenced in 13 articles
[sw15103]
 Computation of smooth manifolds via rigorous multiparameter continuation in infinite dimensions. In this paper ... constructive rigorous numerical method to compute smooth manifolds implicitly defined by infinitedimensional nonlinear operators ... triangulation of the manifold using a multiparameter continuation method on a finitedimensional projection ... idea behind the construction of the smooth charts is to use the radii polynomial approach...

DBKGrad
 Referenced in 5 articles
[sw14541]
 variable or adaptive smoothing parameter, based on the further information provided by the exposed...

optimx
 Referenced in 23 articles
[sw11623]
 smooth, possibly box constrained functions of several or many parameters. This is the CRAN version...

flm
 Referenced in 3 articles
[sw28185]
 select important predictors while also producing smooth parameter estimates, we utilize operators to define subspaces ... practitioner and the setting, such as smoothness or periodicity. In special cases one can show...

PHMPL
 Referenced in 3 articles
[sw29636]
 solution is approximated using splines. The smoothing parameter is chosen using approximate crossvalidation. Confidence...

NESTA
 Referenced in 131 articles
[sw06576]
 already quite immense. This paper applies a smoothing technique and an accelerated firstorder algorithm ... depend on the fine tuning of several parameters. Comprehensive numerical experiments on realistic signals exhibiting...

TnT
 Referenced in 19 articles
[sw07977]
 parameter generation trains on tagged corpora. The system incorporates several methods of smoothing...