| Publication | Date of Publication | Type |
|---|
| A Fast Algorithm for Computing Macaulay Null Spaces of Bivariate Polynomial Systems | 2024-02-16 | Paper |
| On Best Low Rank Approximation of Positive Definite Tensors | 2023-07-06 | Paper |
| A Second-Order Method for Fitting the Canonical Polyadic Decomposition With Non-Least-Squares Cost | 2022-09-23 | Paper |
| $(L_r,L_r,1)$-Decompositions, Sparse Component Analysis, and the Blind Separation of Sums of Exponentials | 2022-07-13 | Paper |
| A Recursive Eigenspace Computation for the Canonical Polyadic Decomposition | 2022-03-10 | Paper |
| Guarantees for Existence of a Best Canonical Polyadic Approximation of a Noisy Low-Rank Tensor | 2022-03-10 | Paper |
| Canonical Polyadic Decomposition via the generalized Schur decomposition | 2022-02-23 | Paper |
| Equivalent polyadic decompositions of matrix multiplication tensors | 2022-02-11 | Paper |
| Systems of Polynomial Equations, Higher-order Tensor Decompositions, and Multidimensional Harmonic Retrieval: A Unifying Framework. Part I: The Canonical Polyadic Decomposition | 2021-06-30 | Paper |
| Systems of Polynomial Equations, Higher-Order Tensor Decompositions, and Multidimensional Harmonic Retrieval: A Unifying Framework. Part II: The Block Term Decomposition | 2021-06-30 | Paper |
| From Computation to Comparison of Tensor Decompositions | 2021-04-28 | Paper |
| Bilinear factorizations subject to monomial equality constraints via tensor decompositions | 2021-04-24 | Paper |
| The Power of Tensor-Based Approaches in Cardiac Applications | 2020-07-03 | Paper |
| On Uniqueness and Computation of the Decomposition of a Tensor into Multilinear Rank-$(1,L_r,L_r)$ Terms | 2020-06-04 | Paper |
| Rayleigh quotient methods for estimating common roots of noisy univariate polynomials | 2019-09-11 | Paper |
| Fiber Sampling Approach to Canonical Polyadic Decomposition and Application to Tensor Completion | 2019-08-29 | Paper |
| Exploiting Efficient Representations in Large-Scale Tensor Decompositions | 2019-03-29 | Paper |
| Tensor Decomposition for Signal Processing and Machine Learning | 2019-03-06 | Paper |
| Linear systems with a canonical polyadic decomposition constrained solution: Algorithms and applications | 2019-03-01 | Paper |
| Tensor Similarity in Two Modes | 2019-02-12 | Paper |
| Double Coupled Canonical Polyadic Decomposition for Joint Blind Source Separation | 2019-02-12 | Paper |
| Coupled Canonical Polyadic Decompositions and Multiple Shift Invariance in Array Processing | 2019-02-12 | Paper |
| Coupled and Incomplete Tensors in Blind System Identification | 2019-02-12 | Paper |
| A Tensor-Based Method for Large-Scale Blind Source Separation Using Segmentation | 2019-02-08 | Paper |
| Multidimensional Harmonic Retrieval via Coupled Canonical Polyadic Decomposition—Part I: Model and Identifiability | 2019-02-08 | Paper |
| Multidimensional Harmonic Retrieval via Coupled Canonical Polyadic Decomposition—Part II: Algorithm and Multirate Sampling | 2019-02-08 | Paper |
| Tensor Decompositions With Several Block-Hankel Factors and Application in Blind System Identification | 2019-02-08 | Paper |
| Blind Multichannel Deconvolution and Convolutive Extensions of Canonical Polyadic and Block Term Decompositions | 2019-02-08 | Paper |
| Tensor-Based Large-Scale Blind System Identification Using Segmentation | 2019-02-08 | Paper |
| Löwner-Based Blind Signal Separation of Rational Functions With Applications | 2019-02-08 | Paper |
| Multiple Invariance ESPRIT for Nonuniform Linear Arrays: A Coupled Canonical Polyadic Decomposition Approach | 2019-02-08 | Paper |
| Blind Signal Separation via Tensor Decomposition With Vandermonde Factor: Canonical Polyadic Decomposition | 2018-08-22 | Paper |
| Classification of Multichannel Signals With Cumulant-Based Kernels | 2018-07-18 | Paper |
| Blind Identification of Underdetermined Mixtures by Simultaneous Matrix Diagonalization | 2018-06-27 | Paper |
| Blind Deconvolution of DS-CDMA Signals by Means of Decomposition in Rank-(1, L, L) Terms | 2018-06-27 | Paper |
| A Block Component Model-Based Blind DS-CDMA Receiver | 2018-06-27 | Paper |
| Higher Order Tensor-Based Method for Delayed Exponential Fitting | 2018-06-12 | Paper |
| Fourth-Order Cumulant-Based Blind Identification of Underdetermined Mixtures | 2018-06-12 | Paper |
| On the Largest Multilinear Singular Values of Higher-Order Tensors | 2017-12-20 | Paper |
| A prewhitening-induced bound on the identification error in independent component analysis | 2017-11-20 | Paper |
| Canonical polyadic decomposition of third-order tensors: relaxed uniqueness conditions and algebraic algorithm | 2016-11-25 | Paper |
| Exact line and plane search for tensor optimization | 2016-03-07 | Paper |
| Generic uniqueness of a structured matrix factorization and applications in blind source separation | 2016-01-06 | Paper |
| Generic Uniqueness Conditions for the Canonical Polyadic Decomposition and INDSCAL | 2015-12-09 | Paper |
| New Uniqueness Conditions for the Canonical Polyadic Decomposition of Third-Order Tensors | 2015-10-19 | Paper |
| Coupled Canonical Polyadic Decompositions and (Coupled) Decompositions in Multilinear Rank- $(L_{r,n},L_{r,n},1)$ Terms---Part II: Algorithms | 2015-08-17 | Paper |
| Coupled Canonical Polyadic Decompositions and (Coupled) Decompositions in Multilinear Rank-$(L_r,n,L_r,n,1)$ Terms---Part I: Uniqueness | 2015-06-09 | Paper |
| Sufficient conditions for uniqueness in Candecomp/Parafac and Indscal with random component matrices | 2015-03-06 | Paper |
| Numerical Solution of Bivariate and Polyanalytic Polynomial Systems | 2014-11-04 | Paper |
| Canonical Polyadic Decomposition of Third-Order Tensors: Reduction to Generalized Eigenvalue Decomposition | 2014-10-15 | Paper |
| Learning with tensors: a framework based on convex optimization and spectral regularization | 2014-07-14 | Paper |
| On the Uniqueness of the Canonical Polyadic Decomposition of Third-Order Tensors---Part I: Basic Results and Uniqueness of One Factor Matrix | 2013-12-13 | Paper |
| On the Uniqueness of the Canonical Polyadic Decomposition of Third-Order Tensors---Part II: Uniqueness of the Overall Decomposition | 2013-12-13 | Paper |
| Optimization-Based Algorithms for Tensor Decompositions: Canonical Polyadic Decomposition, Decomposition in Rank-$(L_r,L_r,1)$ Terms, and a New Generalization | 2013-09-25 | Paper |
| Canonical Polyadic Decomposition with a Columnwise Orthonormal Factor Matrix | 2013-04-23 | Paper |
| Unconstrained Optimization of Real Functions in Complex Variables | 2013-01-04 | Paper |
| A kernel-based framework to tensorial data analysis | 2012-10-23 | Paper |
| Blind Separation of Exponential Polynomials and the Decomposition of a Tensor in Rank-$(L_r,L_r,1)$ Terms | 2012-03-21 | Paper |
| Are diverging CP components always nearly proportional? | 2011-10-10 | Paper |
| Iterative methods for the canonical decomposition of multi-way arrays: application to blind underdetermined mixture identification | 2011-07-27 | Paper |
| Spatially constrained ICA algorithm with an application in EEG processing | 2011-07-27 | Paper |
| Best Low Multilinear Rank Approximation of Higher-Order Tensors, Based on the Riemannian Trust-Region Scheme | 2011-06-15 | Paper |
| Tensor-based techniques for the blind separation of DS-CDMA signals | 2010-05-19 | Paper |
| An enhanced line search scheme for complex-valued tensor decompositions. Application in DS-CDMA | 2010-05-19 | Paper |
| A Method to Avoid Diverging Components in the Candecomp/Parafac Model for Generic $I\timesJ\times2$ Arrays | 2009-11-06 | Paper |
| Decompositions of a Higher-Order Tensor in Block Terms—Part I: Lemmas for Partitioned Matrices | 2009-07-22 | Paper |
| Decompositions of a Higher-Order Tensor in Block Terms—Part II: Definitions and Uniqueness | 2009-07-22 | Paper |
| Decompositions of a Higher-Order Tensor in Block Terms—Part III: Alternating Least Squares Algorithms | 2009-07-22 | Paper |
| Common pole estimation in multi-channel exponential data modeling | 2009-07-01 | Paper |
| The use of total least squares data fitting in the shape-from-moments problem | 2009-07-01 | Paper |
| Differential-geometric Newton method for the best rank-\((R _{1}, R _{2}, R _{3})\) approximation of tensors | 2009-06-30 | Paper |
| Generic and typical ranks of multi-way arrays | 2009-06-04 | Paper |
| A Geometric Newton Method for Oja's Vector Field | 2009-05-19 | Paper |
| https://portal.mardi4nfdi.de/entity/Q3623644 | 2009-04-21 | Paper |
| Imposing Independence Constraints in the CP Model | 2009-03-05 | Paper |
| Exponential data fitting using multilinear algebra: the single‐channel and multi‐channel case | 2009-02-09 | Paper |
| https://portal.mardi4nfdi.de/entity/Q3514407 | 2008-07-21 | Paper |
| A Link between the Canonical Decomposition in Multilinear Algebra and Simultaneous Matrix Diagonalization | 2007-07-31 | Paper |
| Efficiently updating and tracking the dominant kernel principal components | 2007-03-27 | Paper |
| Independent Component Analysis and Blind Signal Separation | 2007-02-12 | Paper |
| Computation of the Canonical Decomposition by Means of a Simultaneous Generalized Schur Decomposition | 2005-02-21 | Paper |
| Dimensionality reduction in higher-order signal processing and rank-\((R_1,R_2,\ldots,R_N)\) reduction in multilinear algebra | 2004-11-23 | Paper |
| A QR-type reduction for computing the SVD of a general matrix product/quotient | 2003-08-19 | Paper |
| https://portal.mardi4nfdi.de/entity/Q3152897 | 2003-05-13 | Paper |
| Blind identification of convolutive MIMO systems with 3 sources and 2 sensors | 2002-10-14 | Paper |
| On the Computation of the Restricted Singular Value Decomposition via the Cosine-Sine Decomposition | 2001-03-19 | Paper |
| A Multilinear Singular Value Decomposition | 2000-10-19 | Paper |
| On the Best Rank-1 and Rank-(R1 ,R2 ,. . .,RN) Approximation of Higher-Order Tensors | 2000-10-19 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4841352 | 1995-11-26 | Paper |
