
iLaplace
 Referenced in 3 articles
[sw18576]
 However, in highdimensional or small sample size problems, the shape of the integrand function...

RSVM
 Referenced in 55 articles
[sw15261]
 thrown away after solving the optimization problem. This is achieved by making ... that greatly reduces the size of the quadratic program to be solved and simplifies ... nonlinear separating surface that depends on a small randomly selected portion of the dataset ... than a conventional SVM using a small random sample of the data. Computational times...

MDR
 Referenced in 9 articles
[sw22494]
 computational challenge. To address this problem, we have developed a multifactor dimensionality reduction (MDR) method ... interactions to be detected in relatively small sample sizes. In this paper, we describe...

VEGAS+
 Referenced in 5 articles
[sw36233]
 hybrid, we show how to use integrand samples, generated using MCMC or other methods ... will often outperform MCMC for small and moderate sized problems...

FRegSigComp
 Referenced in 2 articles
[sw22557]
 larger than the sample size. The high dimensionality of this problem poses theoretical and practical ... coefficient functions of the predictive curves have small norms. To take advantage of this sparsity ... incorporated into a generalized functional eigenvalue problem to obtain estimates of the model. We establish ... estimation errors as both the sample size and the number of predictive curves...

TRIOPT
 Referenced in 6 articles
[sw02486]
 problems. The method starts by forming a Delaunay triangulation of a given set of samples ... partition narrows down to a small size, its vertices are eliminated from the available sample...

MCLLH
 Referenced in 1 article
[sw34702]
 estimation are the main categories of statistical problems in science. Bayesian and frequentist methods that ... large and small sample size limits. Our formulation performs better than semianalytic methods, prevents...

ritest
 Referenced in 1 article
[sw37427]
 problems often faced by applied researchers, including issues arising in the context of small samples ... clustered and stratified assignments, with varying cluster sizes, pairwise randomization, and the computation of nonapprox...

FReET
 Referenced in 1 article
[sw22080]
 smallsample techniques which have been developed for the analysis of computationally intensive problems ... shows the possibility of “randomizing” computationally intensive problems in the manner of the Monte Carlo ... simulations at an acceptable level, Latin Hypercube Sampling is utilized. The technique is used ... hierarchical sampling approach has been developed for the extension of the sample size in Latin...

SSLB
 Referenced in 1 article
[sw40225]
 goal is to cluster patients or samples by their gene expression profiles; and recommender systems ... This submatrix detection problem can be viewed as a factor analysis problem in which both ... Many biclustering methods make assumptions about the size of the latent biclusters; either assuming that ... same size, or that the biclusters are very large or very small. In contrast, SSLB...

ManiSolve
 Referenced in 1 article
[sw34623]
 form with small diagonal blocks and with small border width; this can be performed fully ... sequence of challenging problems. Beyond a certain problem size, the computational effort of multistart ... linearly with the problem size. It depends on the problem size and on the hyperparameter ... general case, increasing the socalled sample size hyperparameter improves the robustness of the proposed...

REMI
 Referenced in 1 article
[sw41504]
 certain marginal information or summary statistics. This problem is motivated by genomewide association studies ... matrix of the predictors with external reference samples. The proposed method is highly scalable ... marginal estimates available with a small number of reference samples, as in a GWAS ... complete data, but with a relatively small sample size. We apply the proposed method...

ANSYS
 Referenced in 703 articles
[sw00044]
 ANSYS offers a comprehensive software suite that spans...

ATLAS
 Referenced in 199 articles
[sw00056]
 This paper describes the Automatically Tuned Linear Algebra...

CGAL
 Referenced in 384 articles
[sw00118]
 The goal of the CGAL Open Source Project...

CSDP
 Referenced in 202 articles
[sw00169]
 CSDP, A C Library for Semidefinite Programming. This...

Gmsh
 Referenced in 720 articles
[sw00366]
 Gmsh is a 3D finite element grid generator...

HSL
 Referenced in 279 articles
[sw00418]
 HSL (formerly the Harwell Subroutine Library) is a...

LAPACK
 Referenced in 1695 articles
[sw00503]
 LAPACK is written in Fortran 90 and provides...

Magma
 Referenced in 3296 articles
[sw00540]
 Computer algebra system (CAS). Magma is a large...