Optimization-Based Algorithms for Tensor Decompositions: Canonical Polyadic Decomposition, Decomposition in Rank-$(L_r,L_r,1)$ Terms, and a New Generalization

Unconstrained Optimization of Real Functions in Complex Variables

(2012) Laurent Sorber et al.   SIAM JOURNAL ON OPTIMIZATION

Blind Separation of Exponential Polynomials and the Decomposition of a Tensor in Rank-$(L_r,L_r,1)$ Terms

(2011) Lieven De Lathauwer   SIAM JOURNAL ON MATRIX ANALYSIS AND APPLICATIONS

The Lifted Newton Method and Its Application in Optimization

(2010) Jan Albersmeyer et al.   SIAM JOURNAL ON OPTIMIZATION

Tensor decompositions, alternating least squares and other tales

(2009) P. Comon et al.   JOURNAL OF CHEMOMETRICS

Tensor Decompositions and Applications

(2009) Tamara G. Kolda et al.   SIAM REVIEW

Blind Deconvolution of DS-CDMA Signals by Means of Decomposition in Rank-$(1,L,L)$ Terms

(2008) L. De Lathauwer et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING

On the Non-Existence of Optimal Solutions and the Occurrence of “Degeneracy” in the CANDECOMP/PARAFAC Model

(2008) Wim P. Krijnen et al.   PSYCHOMETRIKA

Distributions of the Extreme Eigenvaluesof Beta–Jacobi Random Matrices

(2008) Ioana Dumitriu et al.   SIAM JOURNAL ON MATRIX ANALYSIS AND APPLICATIONS

Decompositions of a Higher-Order Tensor in Block Terms—Part I: Lemmas for Partitioned Matrices

(2008) Lieven De Lathauwer   SIAM JOURNAL ON MATRIX ANALYSIS AND APPLICATIONS

Low-Rank Approximation of Generic $p \timesq \times2$ Arrays and Diverging Components in the Candecomp/Parafac Model

(2008) Alwin Stegeman   SIAM JOURNAL ON MATRIX ANALYSIS AND APPLICATIONS

Decompositions of a Higher-Order Tensor in Block Terms—Part III: Alternating Least Squares Algorithms

(2008) Lieven De Lathauwer et al.   SIAM JOURNAL ON MATRIX ANALYSIS AND APPLICATIONS

Enhanced Line Search: A Novel Method to Accelerate PARAFAC

(2008) Myriam Rajih et al.   SIAM JOURNAL ON MATRIX ANALYSIS AND APPLICATIONS

Decompositions of a Higher-Order Tensor in Block Terms—Part II: Definitions and Uniqueness

(2008) Lieven De Lathauwer   SIAM JOURNAL ON MATRIX ANALYSIS AND APPLICATIONS

Tensor Rank and the Ill-Posedness of the Best Low-Rank Approximation Problem

(2008) Vin de Silva et al.   SIAM JOURNAL ON MATRIX ANALYSIS AND APPLICATIONS

Efficient MATLAB Computations with Sparse and Factored Tensors

(2007) Brett W. Bader et al.   SIAM JOURNAL ON SCIENTIFIC COMPUTING

An enhanced line search scheme for complex-valued tensor decompositions. Application in DS-CDMA

(2007) Dimitri Nion et al.   SIGNAL PROCESSING