Nicolas Gillis
Scholar

Nicolas Gillis

Google Scholar ID: pVIJV7wAAAAJ
University of Mons
optimizationdata sciencenumerical linear algebrasignal processing
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Citations & Impact
All-time
Citations
3,769
 
H-index
33
 
i10-index
77
 
Publications
20
 
Co-authors
93
list available
Contact
No contact links provided.
Publications
14 items
Nonnegative Matrix Factorization in the Component-Wise L1 Norm for Sparse Data
2026
Cited
0
Maximum-Volume Nonnegative Matrix Factorization
2026
Cited
0
Matrix Factorization Framework for Community Detection under the Degree-Corrected Block Model
arXiv.org · 2026
Cited
0
Alternating Direction Method of Multipliers for Nonlinear Matrix Decompositions
2025
Cited
0
Algorithms for Boolean Matrix Factorization using Integer Programming and Heuristics
2025
Cited
0
A Provably-Correct and Robust Convex Model for Smooth Separable NMF
2025
Cited
0
Robustness of Minimum-Volume Nonnegative Matrix Factorization under an Expanded Sufficiently Scattered Condition
2025
Cited
0
From latent factors to language: a user study on LLM-generated explanations for an inherently interpretable matrix-based recommender system
2025
Cited
0
Resume (English only)
Co-authors
93 total
François Glineur
François Glineur
Professor, Université catholique de Louvain (UCLouvain) - ICTEAM / INMA & CORE - EPL
Arnaud Vandaele
Arnaud Vandaele
Mathematics and Operational Research, Faculté Polytechnique, Université de Mons, Belgium
Co-author 3
Co-author 3
Valentin Leplat
Valentin Leplat
Innopolis University
Co-author 5
Co-author 5
Co-author 6
Co-author 6
Co-author 7
Co-author 7
P.-A. Absil
P.-A. Absil
ICTEAM, EPL, UCLouvain