Nico Vervliet - Publications, H-index & Citations

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Nico Vervliet

KU Leuven

11H-index

57Paper Count

601Citation Count

Published Papers 7

Publication Date

Exploiting Generalized Cyclic Symmetry to Find Fast Rectangular Matrix Multiplication Algorithms Easier

MATHEMATICS

IF2.2

2025-09-23

OAAI

Vermeylen, Charlotte; Vervliet, Nico; De Lathauwer, Lieven; Van Barel, Marc

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

IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING

IF13.7

2021-04-01

OAAI

Vandecappelle, Michiel; Vervliet, Nico; De Lathauwer, Lieven

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Computing Large-Scale Matrix and Tensor Decomposition With Structured Factors: A Unified Nonconvex Optimization Perspective

IEEE SIGNAL PROCESSING MAGAZINE

IF9.6

2020-09-01

OAAI

Fu, Xiao; Vervliet, Nico; De Lathauwer, Lieven; Huang, Kejun; Gillis, Nicolas

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Combining thermodynamics with tensor completion techniques to enable multicomponent microstructure prediction

NPJ COMPUTATIONAL MATERIALS

IF11.9

2020-01-07

OAAI

Coutinho, Yuri Amorim; Vervliet, Nico; De Lathauwer, Lieven; Moelans, Nele

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EXPLOITING EFFICIENT REPRESENTATIONS IN LARGE-SCALE TENSOR DECOMPOSITIONS

SIAM JOURNAL ON SCIENTIFIC COMPUTING

IF2.6

2019-03-19

OAAI

Vervliet, Nico; Debals, Otto; De Lathauwer, Lieven

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A Randomized Block Sampling Approach to Canonical Polyadic Decomposition of Large-Scale Tensors

IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING

IF13.7

2016-03-01

OAAI

Vervliet, Nico; De Lathauwer, Lieven

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Breaking the Curse of Dimensionality Using Decompositions of Incomplete Tensors

IEEE SIGNAL PROCESSING MAGAZINE

IF9.6

2014-09-01

139

OAAI

Vervliet, Nico; Debals, Otto; Sorber, Laurent; De lathauwer, Lieven

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Research Directions