Michiel Vandecappelle

According to our database, Michiel Vandecappelle authored at least 14 papers between 2017 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2022

Updating the Multilinear UTV Decomposition.

Michiel Vandecappelle, Lieven De Lathauwer

IEEE Trans. Signal Process., 2022

Canonical Polyadic Decomposition via the Generalized Schur Decomposition.

Eric Evert, Michiel Vandecappelle, Lieven De Lathauwer

IEEE Signal Process. Lett., 2022

From multilinear SVD to multilinear UTV decomposition.

Michiel Vandecappelle, Lieven De Lathauwer

Signal Process., 2022

A Recursive Eigenspace Computation for the Canonical Polyadic Decomposition.

Eric Evert, Michiel Vandecappelle, Lieven De Lathauwer

SIAM J. Matrix Anal. Appl., 2022

CPD Computation via Recursive Eigenspace Decompositions.

Eric Evert, Michiel Vandecappelle, Lieven De Lathauwer

Proceedings of the IEEE International Conference on Acoustics, 2022

2021

Inexact Generalized Gauss-Newton for Scaling the Canonical Polyadic Decomposition With Non-Least-Squares Cost Functions.

Michiel Vandecappelle, Nico Vervliet, Lieven De Lathauwer

IEEE J. Sel. Top. Signal Process., 2021

2020

A Second-Order Method for Fitting the Canonical Polyadic Decomposition With Non-Least-Squares Cost.

Michiel Vandecappelle, Nico Vervliet, Lieven De Lathauwer

IEEE Trans. Signal Process., 2020

2019

Tensor-based Blind fMRI Source Separation Without the Gaussian Noise Assumption - A β-Divergence Approach.

Christos Chatzichristos, Michiel Vandecappelle, Eleftherios Kofidis, Sergios Theodoridis, Lieven De Lathauwer, Sabine Van Huffel

Proceedings of the 2019 IEEE Global Conference on Signal and Information Processing, 2019

Rank-one Tensor Approximation with Beta-divergence Cost Functions.

Michiel Vandecappelle, Nico Vervliet, Lieven De Lathauwer

Proceedings of the 27th European Signal Processing Conference, 2019

Monitoring of Brain Hemodynamics Coupling in Neonates using Updated Tensor Decompositions.

Alexander Caicedo, Ofelie De Wel, Michiel Vandecappelle, Liesbeth Thewissen, Anne Smits, Karel Allegaert, Lieven De Lathauwer, Gunnar Naulaers, Sabine Van Huffel

Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

Recent Numerical and Conceptual Advances for Tensor Decompositions - A Preview of Tensorlab 4.0.

Nico Vervliet, Michiel Vandecappelle, Martijn Boussé, Rob Zink, Lieven De Lathauwer

Proceedings of the IEEE Data Science Workshop, 2019

Low Multilinear Rank Updating.

Michiel Vandecappelle, Lieven De Lathauwer

Proceedings of the 53rd Asilomar Conference on Signals, Systems, and Computers, 2019

2018

CPD Updating Using Low-Rank Weights.

Michiel Vandecappelle, Martijn Bousse, Nico Vervliet, Lieven De Lathauwer

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

2017

Nonlinear least squares updating of the canonical polyadic decomposition.

Michiel Vandecappelle, Nico Vervliet, Lieven De Lathauwer

Proceedings of the 25th European Signal Processing Conference, 2017