
TensorToolbox
 Referenced in 173 articles
[sw04185]
 Efficient MATLAB computations with sparse and factored tensors. The term tensor refers simply ... tensor decomposition algorithms. Second, we study factored tensors, which have the property that they ... core tensor (which itself may be dense, sparse, or factored) and a matrix along each...

Tensorlab
 Referenced in 63 articles
[sw14255]
 define your own (coupled) matrix and tensor factorizations with structured factors and support for dense...

TKPSVD
 Referenced in 11 articles
[sw28028]
 combination of tensor Kronecker products with an arbitrary number of d factors A=∑Rj=1σjA ... matrix Kronecker product to tensors such that each factor A(i)j in the TKPSVD ... that for many different structured tensors, the Kronecker product factors ... introduce the new notion of general symmetric tensors, which includes many different structures such...

ERPWAVELAB
 Referenced in 9 articles
[sw13140]
 negative matrix and multiway (tensor) factorization. The decompositions provided can accommodate additional dimensions like...

SPLATT
 Referenced in 6 articles
[sw30093]
 tools for sparse tensor factorization. SPLATT has a fast, parallel method of multiplying a matricide ... which is a key kernel in tensor factorization methods. SPLATT uses a novel data structure...

DFacTo
 Referenced in 6 articles
[sw31258]
 DFacTo: Distributed Factorization of Tensors. We present a technique for significantly speeding up Alternating Least ... widely used algorithms for tensor factorization. By exploiting properties of the KhatriRao product ... million x 1.5 million dimensional tensor with 1.2 billion nonzero entries...

NMFLAB
 Referenced in 7 articles
[sw08224]
 Matrix Factorization) and NTF (Nonnegative Tensor Factorization) for BSS (Blind Source Separation...

Golem95C
 Referenced in 10 articles
[sw06046]
 numerical evaluation of scalar integrals and tensor form factors entering the calculation of oneloop...

Golem95
 Referenced in 25 articles
[sw00371]
 physics. Solution method: Tensor integrals are represented in terms of form factors...

TurboSMT
 Referenced in 3 articles
[sw35620]
 TurboSMT: parallel coupled sparse matrixtensor factorizations and applications. How can we correlate ... many settings of the Coupled MatrixTensor Factorization (CMTF) problem. Can we enhance any CMTF ... nouns, brain voxels, human subjects) tensor and a (nouns, properties) matrix, with coupling along...

RTNI
 Referenced in 4 articles
[sw28081]
 unitaries may be subdivided into arbitrary tensor factors, with dimensions treated symbolically. The algorithm implements ... calculus and produces a weighted sum of tensor networks representing the average over the unitary...

CheMPS2
 Referenced in 4 articles
[sw17633]
 WignerEckart theorem allows to factorize a tensor into a ClebschGordan coefficient...

Rubik
 Referenced in 1 article
[sw30094]
 Rubik: Knowledge Guided Tensor Factorization and Completion for Health Data Analytics. Computational phenotyping ... propose Rubik, a constrained nonnegative tensor factorization and completion method for phenotyping. Rubik incorporates ... overlapping phenotypes. Rubik also has builtin tensor completion that can significantly alleviate the impact ... Method of Multipliers (ADMM) framework to tensor factorization and completion, which can be easily scaled...

Algorithm 738
 Referenced in 7 articles
[sw08077]
 software package for unconstrained optimization using tensor methods. This paper describes a software package ... storing one n × n matrix, and factoring it at each iteration, is acceptable. The software ... user to choose between a recently developed “tensor method” for unconstrained optimization and an analogous...

SimTensor
 Referenced in 0 articles
[sw18210]
 Tucker structure) for reproducible research on tensor factorization algorithms. SimTensor is a standalone application ... wide range of facilities for generating tensor data with various configurations. It comes with...

SupCP
 Referenced in 1 article
[sw24588]
 describe a probabilistic PARAFAC/CANDECOMP (CP) factorization for multiway (i.e., tensor) data that incorporates auxiliary covariates ... based latent variable representation of the CP factorization, in which the latent variables are informed...

Algorithm 739
 Referenced in 4 articles
[sw04404]
 software package for unconstrained optimization using tensor methods This paper describes a software package ... storing one $n imes n$ matrix, and factoring it at each iteration, is acceptable ... user to choose between a recently developed “tensor method” for unconstrained optimization and an analogous...

Christoffel
 Referenced in 1 article
[sw22209]
 flow angles and enhancement factors based on the stiffness tensor of a solid...

PackageX
 Referenced in 13 articles
[sw18225]
 described. PackageX computes arbitrarily high rank tensor integrals with up to three propagators ... facilitate the computation of fermion form factors at oneloop. The package is intended...

PHONON
 Referenced in 1 article
[sw31965]
 heat capacity and tensor of mean square displacements (DebeyWaller factor). Phonon finds the dynamical...