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ORCIDMichiel Vandecappelle
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2020 – today
- 2022
[j6]Eric Evert
, Michiel Vandecappelle, Lieven De Lathauwer:
A Recursive Eigenspace Computation for the Canonical Polyadic Decomposition. SIAM J. Matrix Anal. Appl. 43(1): 274-300 (2022)- [j5]Michiel Vandecappelle, Lieven De Lathauwer:
From multilinear SVD to multilinear UTV decomposition. Signal Process. 198: 108575 (2022) - [j4]Eric Evert, Michiel Vandecappelle, Lieven De Lathauwer:
Canonical Polyadic Decomposition via the Generalized Schur Decomposition. IEEE Signal Process. Lett. 29: 937-941 (2022) - [j3]Michiel Vandecappelle, Lieven De Lathauwer:
Updating the Multilinear UTV Decomposition. IEEE Trans. Signal Process. 70: 3551-3565 (2022) - [c8]Eric Evert, Michiel Vandecappelle, Lieven De Lathauwer:
CPD Computation via Recursive Eigenspace Decompositions. ICASSP 2022: 9067-9071 - [i2]Eric Evert, Michiel Vandecappelle, Lieven De Lathauwer:
Canonical Polyadic Decomposition via the generalized Schur decomposition. CoRR abs/2202.11414 (2022) - 2021
- [j2]Michiel Vandecappelle, Nico Vervliet, Lieven De Lathauwer:
Inexact Generalized Gauss-Newton for Scaling the Canonical Polyadic Decomposition With Non-Least-Squares Cost Functions. IEEE J. Sel. Top. Signal Process. 15(3): 491-505 (2021) - [i1]Eric Evert, Michiel Vandecappelle, Lieven De Lathauwer:
A recursive eigenspace computation for the Canonical Polyadic decomposition. CoRR abs/2112.08303 (2021) - 2020
- [j1]Michiel Vandecappelle, Nico Vervliet, Lieven De Lathauwer:
A Second-Order Method for Fitting the Canonical Polyadic Decomposition With Non-Least-Squares Cost. IEEE Trans. Signal Process. 68: 4454-4465 (2020)
2010 – 2019
- 2019
- [c7]Michiel Vandecappelle, Lieven De Lathauwer:
Low Multilinear Rank Updating. ACSSC 2019: 437-441 - [c6]Nico Vervliet, Michiel Vandecappelle, Martijn Boussé, Rob Zink, Lieven De Lathauwer:
Recent Numerical and Conceptual Advances for Tensor Decompositions - A Preview of Tensorlab 4.0. DSW 2019: 310-314 - [c5]Alexander Caicedo, Ofelie De Wel, Michiel Vandecappelle, Liesbeth Thewissen, Anne Smits, Karel Allegaert, Lieven De Lathauwer, Gunnar Naulaers, Sabine Van Huffel:
Monitoring of Brain Hemodynamics Coupling in Neonates using Updated Tensor Decompositions. EMBC 2019: 660-663 - [c4]Michiel Vandecappelle, Nico Vervliet, Lieven De Lathauwer:
Rank-one Tensor Approximation with Beta-divergence Cost Functions. EUSIPCO 2019: 1-5 - [c3]Christos Chatzichristos, Michiel Vandecappelle, Eleftherios Kofidis, Sergios Theodoridis, Lieven De Lathauwer, Sabine Van Huffel:
Tensor-based Blind fMRI Source Separation Without the Gaussian Noise Assumption - A β-Divergence Approach. GlobalSIP 2019: 1-5 - 2018
- [c2]Michiel Vandecappelle, Martijn Bousse, Nico Vervliet, Lieven De Lathauwer:
CPD Updating Using Low-Rank Weights. ICASSP 2018: 6368-6372 - 2017
- [c1]Michiel Vandecappelle, Nico Vervliet, Lieven De Lathauwer:
Nonlinear least squares updating of the canonical polyadic decomposition. EUSIPCO 2017: 663-667
Coauthor Index
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