
tSNE
 Referenced in 88 articles
[sw22300]
 technique called ”tSNE” that visualizes highdimensional data by giving each datapoint a location ... threedimensional map. The technique is a variation of Stochastic Neighbor Embedding (Hinton and Roweis ... scales. This is particularly important for highdimensional data that lie on several different...

hgam
 Referenced in 73 articles
[sw11201]
 package hgam: Highdimensional Additive Modelling. We propose a new sparsitysmoothness penalty for high...

HdBCS
 Referenced in 76 articles
[sw29884]
 HdBCS  Highdimensional Bayesian Covariance Selection. This site provides C++ code software implementing...

ROBPCA
 Referenced in 66 articles
[sw11592]
 matrix of the data and hence is highly sensitive to outlying observations. Two robust approaches ... projection pursuit and can handle highdimensional data. Here we propose the ROBPCA approach, which...

mboost
 Referenced in 60 articles
[sw07331]
 additive and interaction models to potentially highdimensional data...

TT Toolbox
 Referenced in 46 articles
[sw12627]
 parametric representation of highdimensional tensors. The TTToolbox is a MATLAB implementation of basic...

GGobi
 Referenced in 43 articles
[sw00345]
 open source visualization program for exploring highdimensional data. It provides highly dynamic and interactive...

ARfit
 Referenced in 37 articles
[sw00046]
 particular when the data are highdimensional. ARfit modules construct approximate confidence intervals...

huge
 Referenced in 36 articles
[sw08466]
 huge package for highdimensional undirected graph estimation in R. We describe an R package...

PicToSeek
 Referenced in 36 articles
[sw14897]
 shape invariants into a unified highdimensional invariant feature set for discriminatory object retrieval. Experiments...

XGobi
 Referenced in 32 articles
[sw11752]
 projections of points and lines in highdimensional spaces, as well as parallel coordinate displays...

LOBPCG
 Referenced in 30 articles
[sw09638]
 Preconditioned lowrank methods for highdimensional elliptic PDE eigenvalue problems. We consider elliptic...

SSS
 Referenced in 30 articles
[sw07794]
 explores ”interesting” regions of the resulting highdimensional model spaces and quickly identifies regions...

PDDECONT
 Referenced in 28 articles
[sw08419]
 which has a continuous symmetry), a highdimensional traffic model, a (regularized) nonsmooth model...

FAMT
 Referenced in 28 articles
[sw11123]
 FAMT) : simultaneous tests under dependence in highdimensional data. The method proposed in this package...

CMARS
 Referenced in 26 articles
[sw08523]
 MARS) especially is very useful for highdimensional problems and fitting nonlinear multivariate functions...

scout
 Referenced in 25 articles
[sw12062]
 Covarianceregularized regression and classification for highdimensional problems”, by Witten and Tibshirani (2008), Journal...

subplex
 Referenced in 25 articles
[sw04818]
 algorithm well suited for optimization of highdimensional noisy functions...

hdi
 Referenced in 16 articles
[sw22818]
 package hdi: HighDimensional Inference. Implementation of multiple approaches to perform inference in highdimensional...