
NeNMF
 Referenced in 30 articles
[sw17586]
 optimal gradient method for nonnegative matrix factorization. Nonnegative matrix factorization (NMF) is a powerful ... product of two lowrank nonnegative matrix factors. It has been widely applied to signal ... projected gradient method (PG), the projected nonnegative least squares (PNLS), and the active set method ... factor with another fixed. In particular, at each iteration round, the matrix factor is updated...

LowRankModels
 Referenced in 24 articles
[sw27002]
 analysis (PCA), matrix completion, robust PCA, nonnegative matrix factorization, kmeans, and many more...

Pyglrm
 Referenced in 23 articles
[sw27003]
 analysis (PCA), matrix completion, robust PCA, nonnegative matrix factorization, kmeans, and many more...

SymNMF
 Referenced in 10 articles
[sw12668]
 similarity matrix for graph clustering. Nonnegative matrix factorization (NMF) provides a lower rank approximation ... matrix by a product of two nonnegative factors. NMF has been shown to produce clustering ... takes a data matrix as an input, SymNMF takes a nonnegative similarity matrix...

NMF
 Referenced in 8 articles
[sw08143]
 package NMF: Algorithms and framework for Nonnegative Matrix Factorization (NMF). This package provides a framework...

HierNMF2
 Referenced in 4 articles
[sw34622]
 Hierarchical rank2 nonnegative matrix factorization (HierNMF2) is an unsupervised algorithm for largescale document ... Kuang, Haesun Park, Fast rank2 nonnegative matrix factorization for hierarchical document clustering...

SmallK
 Referenced in 2 articles
[sw21816]
 rank matrix approximation via the nonnegative matrix factorization (NMF). NMF is a constrained low rank ... where a matrix is approximated by a product of two nonnegative factors. The role...

NIMFA
 Referenced in 1 article
[sw14437]
 NIMFA : A Python Library for Nonnegative Matrix Factorization. NIMFA is an opensource Python library ... that provides a unified interface to nonnegative matrix factorization algorithms. It includes implementations of state...

libNMF
 Referenced in 1 article
[sw19580]
 LIBNMF  A library for nonnegative matrix factorization. We present libNMF  a computationally efficient high performance ... library for computing nonnegative matrix factorizations (NMF) written in C. Various algorithms and algorithmic variants...

FSCNMF
 Referenced in 1 article
[sw32347]
 Structure and Content via Nonnegative Matrix Factorization for Embedding Information Networks. Analysis and visualization ... this paper, we propose a nonnegative matrix factorization based optimization framework, namely FSCNMF which considers...

DistStat.jl
 Referenced in 1 article
[sw36529]
 provide applications to largescale nonnegative matrix factorization, multidimensional scaling, and ℓ1regularized Cox proportional...

FACPACK
 Referenced in 1 article
[sw27898]
 software for the computation of nonnegative multicomponent factorisations and for the numerical approximation ... reduction of the AFS by factorlocking and by the complementarity theory are included ... file which contains the spectral data matrix D whose rows are formed by a series...

ATLAS
 Referenced in 197 articles
[sw00056]
 This paper describes the Automatically Tuned Linear Algebra...

BARON
 Referenced in 311 articles
[sw00066]
 BARON is a computational system for solving nonconvex...

cdd
 Referenced in 110 articles
[sw00114]
 The program cdd+ (cdd, respectively) is a C...

CoCoA
 Referenced in 621 articles
[sw00143]
 CoCoA is a system for Computations in Commutative...

CSDP
 Referenced in 197 articles
[sw00169]
 CSDP, A C Library for Semidefinite Programming. This...

EIGIFP
 Referenced in 40 articles
[sw00235]
 eigifp is a MATLAB program for computing a...

gmp
 Referenced in 265 articles
[sw00363]
 GMP is a free library for arbitrary precision...

L2CXFT
 Referenced in 9 articles
[sw00498]
 A Fortran subroutine applies the method of {\itI...