
LAMG
 Referenced in 22 articles
[sw06551]
 Lean algebraic multigrid (LAMG): fast graph Laplacian linear solver. Laplacian matrices of graphs arise ... presented, where $A$ is a graph Laplacian. LAMG’s run time and storage are empirically ... Laplacian systems is constructed, and an iterative solve phase using multigrid cycles. General graphs pose...

SyncSpecCnn
 Referenced in 3 articles
[sw26163]
 spectral domain spanned by graph laplacian eigenbases. Under this setting, our network, named SyncSpecCNN, strive ... scale analysis in different parts of the graph for a single shape...

SpectralNET
 Referenced in 3 articles
[sw26161]
 each connected component of the graph, including graphs of degree distribution, clustering coefficient by degree ... adjacency, Laplacian, and normalized Laplacian eigenvectors. SpectralNET also displays several graph visualizations, including a linear ... provides an elegant view of global graph structure (Laplacian eigenvectors). CONCLUSION: SpectralNET provides an easily...

MC73
 Referenced in 6 articles
[sw12394]
 second smallest eigenvalue of the Laplacian of a graph, known as the Fiedler vector...

SpectralNet
 Referenced in 2 articles
[sw26162]
 into the eigenspace of their associated graph Laplacian matrix and subsequently clusters them. We train...

NetLSD
 Referenced in 1 article
[sw32341]
 large graph collections. In this paper, we propose the Network Laplacian Spectral Descriptor (NetLSD ... sizeinvariant, scaleadaptive, and efficiently computable graph representation method that allows for straightforward comparisons ... graphs. NetLSD extracts a compact signature that inherits the formal properties of the Laplacian spectrum ... thus, it hears the shape of a graph. Our evaluation on a variety of real...

PQSER
 Referenced in 2 articles
[sw22074]
 whose interrelationship is defined by a bipartite graph. It has important applications in, e.g., archaeology ... Fiedler vector of the Laplacian matrix associated to the problem, which encodes...

ALBERT
 Referenced in 79 articles
[sw00025]
 ALBERT  Software for scientific computations and applications. Adaptive...

BoomerAMG
 Referenced in 138 articles
[sw00086]
 BoomerAMG: A parallel algebraic multigrid solver and preconditioner...

CGAL
 Referenced in 320 articles
[sw00118]
 The goal of the CGAL Open Source Project...

CSDP
 Referenced in 189 articles
[sw00169]
 CSDP, A C Library for Semidefinite Programming. This...

Expokit
 Referenced in 165 articles
[sw00258]
 Expokit provides a set of routines aimed at...

GAP
 Referenced in 2586 articles
[sw00320]
 GAP is a system for computational discrete algebra...

gmp
 Referenced in 251 articles
[sw00363]
 GMP is a free library for arbitrary precision...

LAPACK
 Referenced in 1554 articles
[sw00503]
 LAPACK is written in Fortran 90 and provides...

LSQR
 Referenced in 333 articles
[sw00530]
 Algorithm 583: LSQR: Sparse Linear Equations and Least...

Macaulay2
 Referenced in 1503 articles
[sw00537]
 Macaulay2 is a software system devoted to supporting...

Maple
 Referenced in 4849 articles
[sw00545]
 The result of over 30 years of cutting...

Mathematica
 Referenced in 5561 articles
[sw00554]
 Almost any workflow involves computing results, and that...

Matlab
 Referenced in 11180 articles
[sw00558]
 MATLAB® is a highlevel language and interactive...