Michiel Vandecappelle

17 papers Misc 3Journal 8Unranked 6
YearRankTypeTitle / Venue / Authors
2026 — conf
Diversity by Chance: Rethinking the Need for Determinantal Point Processes in Active Learning.
VISAPP (1)
Brecht Deprez, Michiel Vandecappelle, Steven Lauwereins, Toon Goedemé
2022 J jnl
A Recursive Eigenspace Computation for the Canonical Polyadic Decomposition.
SIAM J. Matrix Anal. Appl.
Eric Evert, Michiel Vandecappelle, Lieven De Lathauwer
2022 Misc conf
CPD Computation via Recursive Eigenspace Decompositions.
ICASSP
Eric Evert, Michiel Vandecappelle, Lieven De Lathauwer
2022 J jnl
Canonical Polyadic Decomposition via the Generalized Schur Decomposition.
IEEE Signal Process. Lett.
Eric Evert, Michiel Vandecappelle, Lieven De Lathauwer
2022 J jnl
Canonical Polyadic Decomposition via the generalized Schur decomposition.
CoRR
Eric Evert, Michiel Vandecappelle, Lieven De Lathauwer
2022 J jnl
From multilinear SVD to multilinear UTV decomposition.
Signal Process.
Michiel Vandecappelle, Lieven De Lathauwer
2022 J jnl
Updating the Multilinear UTV Decomposition.
IEEE Trans. Signal Process.
Michiel Vandecappelle, Lieven De Lathauwer
2021 J jnl
A recursive eigenspace computation for the Canonical Polyadic decomposition.
CoRR
Eric Evert, Michiel Vandecappelle, Lieven De Lathauwer
2021 J jnl
Inexact Generalized Gauss-Newton for Scaling the Canonical Polyadic Decomposition With Non-Least-Squares Cost Functions.
IEEE J. Sel. Top. Signal Process.
Michiel Vandecappelle, Nico Vervliet, Lieven De Lathauwer
2020 J jnl
A Second-Order Method for Fitting the Canonical Polyadic Decomposition With Non-Least-Squares Cost.
IEEE Trans. Signal Process.
Michiel Vandecappelle, Nico Vervliet, Lieven De Lathauwer
2019 Misc conf
Low Multilinear Rank Updating.
ACSSC
Michiel Vandecappelle, Lieven De Lathauwer
2019 — conf
Monitoring of Brain Hemodynamics Coupling in Neonates using Updated Tensor Decompositions.
EMBC
Alexander Caicedo, Ofelie De Wel, Michiel Vandecappelle, Liesbeth Thewissen, Anne Smits, Karel Allegaert, Lieven De Lathauwer, Gunnar Naulaers, Sabine Van Huffel
2019 — conf
Rank-one Tensor Approximation with Beta-divergence Cost Functions.
EUSIPCO
Michiel Vandecappelle, Nico Vervliet, Lieven De Lathauwer
2019 — conf
Recent Numerical and Conceptual Advances for Tensor Decompositions - A Preview of Tensorlab 4.0.
DSW
Nico Vervliet, Michiel Vandecappelle, Martijn Boussé, Rob Zink, Lieven De Lathauwer
2019 — conf
Tensor-based Blind fMRI Source Separation Without the Gaussian Noise Assumption - A β-Divergence Approach.
GlobalSIP
Christos Chatzichristos, Michiel Vandecappelle, Eleftherios Kofidis, Sergios Theodoridis, Lieven De Lathauwer, Sabine Van Huffel
2018 Misc conf
CPD Updating Using Low-Rank Weights.
ICASSP
Michiel Vandecappelle, Martijn Bousse, Nico Vervliet, Lieven De Lathauwer
2017 — conf
Nonlinear least squares updating of the canonical polyadic decomposition.
EUSIPCO
Michiel Vandecappelle, Nico Vervliet, Lieven De Lathauwer