
ibr
 Referenced in 7 articles
[sw11227]
 smoothness of the true regression function. Our estimator is easily computed by successive application ... small dimension (3≤d≤7) and moderate sample size n≤1000. Moreover our estimator...

QuEST
 Referenced in 10 articles
[sw38788]
 quest function. Certain estimation problems involving the covariance matrix in large dimensions are considered ... when the dimension is not negligible with respect to the sample size, it is necessary ... known as largedimensional asymptotics. Recently, an estimator of the eigenvalues of the population covariance...

MDR
 Referenced in 9 articles
[sw22494]
 single dimension thus permitting interactions to be detected in relatively small sample sizes. In this ... with a crossvalidation strategy for estimating the classification and prediction error of multifactor models...

IntrinsicDimension
 Referenced in 3 articles
[sw39926]
 develop a novel estimator for the intrinsic dimension (ID). By approximating geodesics with minimum distance ... obtain an ID estimate. We show that the estimator does not depend on the shape ... highly accurate, even for exceedingly small sample sizes. We apply the method to several relevant ... discuss possible interpretations for the estimated dimension in light of the correlations among input variables...

HDShOP
 Referenced in 1 article
[sw41986]
 package. They provide simple and feasible estimators and tests for optimal portfolio weights, which ... portfolio dimension (number of stocks) and n is the sample size. The package also includes ... tools for constructing portfolios based on shrinkage estimators of the mean vector and covariance matrix...

Megaman
 Referenced in 3 articles
[sw17838]
 data and require large sample sizes to accurately estimate the manifold. Despite this, most existing ... unbiased Laplacian estimator introduced by Coifman and Lafon (2006) and the estimation of the embedding ... consisting of 0.6 million samples in 3750dimensions  a task which has not previously been...

FastMMD
 Referenced in 3 articles
[sw31729]
 where N and d are the size and dimension of the sample set, respectively. Here ... theoretically proved in both unbiased and biased estimates. We also provide a geometric explanation...

SAKEIMA
 Referenced in 1 article
[sw36894]
 show how the characterization of the VC dimension, a core concept from statistical learning theory ... leads to practical bounds on the sample size required for a rigorous approximation. Our experimental ... dataset and that the frequencies estimated by SAKEIMA lead to accurate estimates...

GeoMLE
 Referenced in 0 articles
[sw39924]
 standard maximum likelihood estimate of intrinsic dimension for flat manifolds. The proposed algorithm (GeoMLE) realizes ... distances to nearest neighbors for different sizes of neighborhoods. Moreover, the proposed approach also efficiently...

gensei
 Referenced in 1 article
[sw25985]
 dimensional objects (ellipsoids, cylinders), dimensions of the reference volume, size of the generated images ... comparing the true and sectionbased estimates of the volume, surface and length, the settings...

ReDO
 Referenced in 0 articles
[sw25850]
 usually have a detrimental effect on its size, power consumption, performance and cost. Design space ... must be tradedoff with other design dimensions. This paper proposes a crosslayer multi ... algorithm exploits a systemlevel Bayesian reliability estimation model to analyze the effect of different ... execution time, power, hardware area and software size. This strategy supports the exploration...

GigaMesh
 Referenced in 1 article
[sw06599]
 stateoftheart systems roughly estimate integral invariants for determining small numbers of highly ... relevant parameter, which is the maximum size of the expected features. The proposed methods were ... Finally observations about integral invariants in higher dimensions are shown and an outlook is given...

ANSYS
 Referenced in 704 articles
[sw00044]
 ANSYS offers a comprehensive software suite that spans...

BARON
 Referenced in 354 articles
[sw00066]
 BARON is a computational system for solving nonconvex...

cdd
 Referenced in 115 articles
[sw00114]
 The program cdd+ (cdd, respectively) is a C...

CGAL
 Referenced in 394 articles
[sw00118]
 The goal of the CGAL Open Source Project...

Expokit
 Referenced in 200 articles
[sw00258]
 Expokit provides a set of routines aimed at...

FGb
 Referenced in 247 articles
[sw00286]
 FGb/Gb libraryGb is a program (191 420 lines...

GAP
 Referenced in 3164 articles
[sw00320]
 GAP is a system for computational discrete algebra...

Gmsh
 Referenced in 765 articles
[sw00366]
 Gmsh is a 3D finite element grid generator...