Michiel Vandecappelle

Publication Activity (10 Years)

Years Active: 2017-2022
Publications (10 Years): 16

Top Topics

Kullback Leibler

Tensor Decomposition

Fischer Burmeister

Top Venues

IEEE Trans. Signal Process.

Publications

Michiel Vandecappelle, Lieven De Lathauwer
From multilinear SVD to multilinear UTV decomposition. Signal Process. 198 (2022)
Eric Evert, Michiel Vandecappelle, Lieven De Lathauwer
CPD Computation via Recursive Eigenspace Decompositions. ICASSP (2022)
Eric Evert, Michiel Vandecappelle, Lieven De Lathauwer
Canonical Polyadic Decomposition via the Generalized Schur Decomposition. IEEE Signal Process. Lett. 29 (2022)
Michiel Vandecappelle, Lieven De Lathauwer
Updating the Multilinear UTV Decomposition. IEEE Trans. Signal Process. 70 (2022)
Eric Evert, Michiel Vandecappelle, Lieven De Lathauwer
Canonical Polyadic Decomposition via the generalized Schur decomposition. CoRR (2022)
Eric Evert, Michiel Vandecappelle, Lieven De Lathauwer
A Recursive Eigenspace Computation for the Canonical Polyadic Decomposition. SIAM J. Matrix Anal. Appl. 43 (1) (2022)
Eric Evert, Michiel Vandecappelle, Lieven De Lathauwer
A recursive eigenspace computation for the Canonical Polyadic decomposition. CoRR (2021)
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) (2021)
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 (2020)
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)
Michiel Vandecappelle, Nico Vervliet, Lieven De Lathauwer
Rank-one Tensor Approximation with Beta-divergence Cost Functions. EUSIPCO (2019)
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)
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)
Michiel Vandecappelle, Lieven De Lathauwer
Low Multilinear Rank Updating. ACSSC (2019)
Michiel Vandecappelle, Martijn Bousse, Nico Vervliet, Lieven De Lathauwer
CPD Updating Using Low-Rank Weights. ICASSP (2018)
Michiel Vandecappelle, Nico Vervliet, Lieven De Lathauwer
Nonlinear least squares updating of the canonical polyadic decomposition. EUSIPCO (2017)