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Nico Vervliet

3 papers hereh-index 12616 citations47 works total

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author position
  • first author1
  • middle author2

Across the 3 of 3 papers where every author was matched, so the position is known.

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  • eess.SP2
  • math.OC1

identity via Semantic Scholar / OpenAlex

most citedComputing Large-Scale Matrix and Tensor Decomposition with Structured Factors: A Unified Nonconvex Optimization Perspective

34 citations · 35 across the 3 of their papers we have counts for

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Showing eess.SPShow all

2 papers · 1 filter

eess.SP2020★ 34 cited

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

Xiao Fu, Nico Vervliet, Lieven De Lathauwer +2

The proposed article aims at offering a comprehensive tutorial for the computational aspects of structured matrix and tensor factorization. Unlike existing tutorials that mainly fo…

eess.SP2020

Augmenting interictal mapping with neurovascular coupling biomarkers by structured factorization of epileptic EEG and fMRI data

Simon Van Eyndhoven, Patrick Dupont, Simon Tousseyn +4

EEG-correlated fMRI analysis is widely used to detect regional blood oxygen level dependent fluctuations that are significantly synchronized to interictal epileptic discharges, whi…

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