
tsBSS
 Referenced in 3 articles
[sw38404]
 package tsBSS: Blind Source Separation and Supervised Dimension Reduction for Time Series. Different estimators ... Taskinen (2017) ) and supervised dimension reduction problem for multivariate time series (Matilainen...

ICtest
 Referenced in 6 articles
[sw36426]
 independent components analysis (ICA) and supervised linear dimension reduction tests and estimates for the number...

HDclassif
 Referenced in 19 articles
[sw11114]
 package HDclassif: High Dimensional Supervised Classification and Clustering. Discriminant analysis and data clustering methods ... model which combines the ideas of dimension reduction and constraints on the model...

nsdr
 Referenced in 1 article
[sw41791]
 implement both unsupervised and supervised nonlinear dimension reduction methods. Principal Component Analysis (PCA), Sliced Inverse...

lfda
 Referenced in 2 articles
[sw20801]
 popular for supervised dimensionality reduction method. lfda is an R package for performing local Fisher ... supervised local Fisher discriminant analysis. It also provides visualization functions to easily visualize the dimension ... reduction results by using either rgl for 3D visualization or ggfortify for 2D visualization...

SupCP
 Referenced in 2 articles
[sw24588]
 auxiliary covariates, {it SupCP}. SupCP generalizes the supervised singular value decomposition (SupSVD) for vectorvalued ... dimension reduction, capturing latent structures that are more accurate and interpretable due to covariate supervision...

AutoMOMML
 Referenced in 1 article
[sw28744]
 stages. The first stage is the dimension reduction stage, which reduces the number of inputs ... model selection stage, where several supervisedlearning methods are evaluated and finetuned...

VICReg
 Referenced in 1 article
[sw39717]
 Regularization for SelfSupervised Learning. Recent selfsupervised methods for image representation learning are based ... dimension individually. VICReg combines the variance term with a decorrelation mechanism based on redundancy reduction...

FitHuBERT
 Referenced in 1 article
[sw42468]
 SelfSupervised Learning. Largescale speech selfsupervised learning (SSL) has emerged to the main ... propose FitHuBERT, which makes thinner in dimension throughout almost all model components and deeper ... distillation works. Moreover, we employ a timereduction layer to speed up inference time...

CLEMM
 Referenced in 1 article
[sw31323]
 models, envelope methodology aims for simultaneous dimension reduction and efficient parameter estimation, and includes ... envelope methods in unsupervised and semisupervised learning problems. Numerical studies on simulated data...

LightHuBERT
 Referenced in 1 article
[sw42696]
 OnceforAll HiddenUnit BERT. Selfsupervised speech representation learning has shown promising results ... over 109 architectures concerning the embedding dimension, attention dimension, head number, feedforward network ratio ... teacher model in most tasks with a reduction of 29% parameters, and obtains...

GGobi
 Referenced in 49 articles
[sw00345]
 GGobi is an open source visualization program for...

GLOB
 Referenced in 40 articles
[sw00357]
 GLOB  a new VNSbased software for global...

LSQR
 Referenced in 410 articles
[sw00530]
 Algorithm 583: LSQR: Sparse Linear Equations and Least...

Matlab
 Referenced in 13702 articles
[sw00558]
 MATLAB® is a highlevel language and interactive...

Maxima
 Referenced in 171 articles
[sw00560]
 Maxima is a system for the manipulation of...

mclust
 Referenced in 315 articles
[sw00563]
 R package mclust: Normal Mixture Modeling for Model...

R
 Referenced in 10196 articles
[sw00771]
 R is a language and environment for statistical...

SCIP
 Referenced in 554 articles
[sw01091]
 SCIP is currently one of the fastest non...

APL
 Referenced in 81 articles
[sw01165]
 APL (named after the book A Programming Language...