Name
Affiliation
Papers
LIEVEN DE LATHAUWER
Laboratoire I 3|K. U. Leuven
140
Collaborators
Citations 
PageRank 
138
3002
226.72
Referers 
Referees 
References 
4312
1051
1218
Search Limit
1001000
Title
Citations
PageRank
Year
A Recursive Eigenspace Computation for the Canonical Polyadic Decomposition00.342022
Updating the Multilinear UTV Decomposition00.342022
Guarantees for Existence of a Best Canonical Polyadic Approximation of a Noisy Low-Rank Tensor00.342022
Regression and Classification With Spline-Based Separable Expansions00.342022
Canonical Polyadic Decomposition via the Generalized Schur Decomposition00.342022
CPD-Structured Multivariate Polynomial Optimization00.342022
Block Row Kronecker-Structured Linear Systems With a Low-Rank Tensor Solution00.342022
$(L_r, L_r, 1)$-Decompositions, Sparse Component Analysis, and the Blind Separation of Sums of Exponentials00.342022
Inexact Generalized Gauss–Newton for Scaling the Canonical Polyadic Decomposition With Non-Least-Squares Cost Functions00.342021
Systems Of Polynomial Equations, Higher-Order Tensor Decompositions, And Multidimensional Harmonic Retrieval: A Unifying Framework. Part I: The Canonical Polyadic Decomposition00.342021
Systems Of Polynomial Equations, Higher-Order Tensor Decompositions, And Multidimensional Harmonic Retrieval: A Unifying Framework. Part Ii: The Block Term Decomposition00.342021
Hierarchical alternating nonlinear least squares for non-negative matrix factorization using rational functions00.342021
Tensor-Based Multivariate Polynomial Optimization with Application in Blind Identification00.342021
On uniqueness and computation of the decomposition of a tensor into multilinear rank-$(1, L_{r},L_{r})$ terms00.342020
A Quadratically Convergent Proximal Algorithm For Nonnegative Tensor Decomposition00.342020
Canonical Polyadic Decomposition Of A Tensor That Has Missing Fibers: A Monomial Factorization Approach00.342019
Low Multilinear Rank Updating00.342019
Tensor-based Blind fMRI Source Separation Without the Gaussian Noise Assumption - A β-Divergence Approach.00.342019
Algebraic and Optimization Based Algorithms for Multivariate Regression Using Symmetric Tensor Decomposition00.342019
Rank-One Tensor Approximation With Beta-Divergence Cost Functions00.342019
Fiber Sampling Approach to Canonical Polyadic Decomposition and Application to Tensor Completion.00.342019
Equivalent Polyadic Decompositions of Matrix Multiplication Tensors.00.342019
Rayleigh Quotient Methods for Estimating Common Roots of Noisy Univariate Polynomials.10.362019
Double coupled canonical polyadic decomposition of third-order tensors: Algebraic algorithm and relaxed uniqueness conditions00.342019
Recent Numerical and Conceptual Advances for Tensor Decompositions — A Preview of Tensorlab 4.000.342019
Tensor Similarity in Two Modes.00.342018
Linear systems with a canonical polyadic decomposition constrained solution: Algorithms and applications.00.342018
Coupled Canonical Polyadic Decompositions and Multiple Shift Invariance in Array Processing.00.342018
Algorithms for Canonical Polyadic Decomposition With Block-Circulant Factors.00.342018
On the Largest Multilinear Singular Values of Higher-Order Tensors.00.342017
Tensor Decompositions With Several Block-Hankel Factors and Application in Blind System Identification.10.352017
Nonlinear least squares updating of the canonical polyadic decomposition.00.342017
Irregular Heartbeat Classification Using Kronecker Product Equations00.342017
Flexible fusion of electroencephalography and functional magnetic resonance imaging: Revealing neural-hemodynamic coupling through structured matrix-tensor factorization.00.342017
Multidimensional Harmonic Retrieval via Coupled Canonical Polyadic Decomposition - Part I: Model and Identifiability.80.522017
Blind Multichannel Deconvolution and Convolutive Extensions of Canonical Polyadic and Block Term Decompositions.20.372017
Tensor Decomposition for Signal Processing and Machine Learning.1243.132017
Tensor-Based Large-Scale Blind System Identification Using Segmentation.30.392017
Nonlinear least squares algorithm for canonical polyadic decomposition using low-rank weights00.342017
Nonnegative Canonical Polyadic Decomposition for Tissue-Type Differentiation in Gliomas.00.342017
Multidimensional Harmonic Retrieval via Coupled Canonical Polyadic Decomposition - Part II: Algorithm and Multirate Sampling.50.432017
Shift invariance, incomplete arrays and coupled CPD: A case study.00.342016
Löwner-Based Blind Signal Separation of Rational Functions With Applications.100.522016
Multiple Invariance ESPRIT for Nonuniform Linear Arrays: A Coupled Canonical Polyadic Decomposition Approach.60.472016
A tensor-based method for large-scale blind system identification using segmentation.00.342016
Canonical polyadic decomposition for tissue type differentiation using multi-parametric MRI in high-grade gliomas.00.342016
Exact line and plane search for tensor optimization10.372016
Tensorlab 3.0 - Numerical optimization strategies for large-scale constrained and coupled matrix/tensor factorization.00.342016
Blind signal separation of rational functions using Löwner-based tensorization30.412015
Stochastic and Deterministic Tensorization for Blind Signal Separation90.522015
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