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Journal Articles
- 2022
[j8]Nicolas Nadisic
, Jeremy E. Cohen, Arnaud Vandaele, Nicolas Gillis:
Matrix-wise ℓ 0-constrained sparse nonnegative least squares. Mach. Learn. 111(12): 4453-4495 (2022)- 2021
- [j7]François Moutier, Arnaud Vandaele, Nicolas Gillis:
Off-diagonal symmetric nonnegative matrix factorization. Numer. Algorithms 88(2): 939-963 (2021) - 2020
- [j6]Pierre De Handschutter, Nicolas Gillis, Arnaud Vandaele, Xavier Siebert:
Near-Convex Archetypal Analysis. IEEE Signal Process. Lett. 27: 81-85 (2020) - 2018
- [j5]Arnaud Vandaele, François Glineur, Nicolas Gillis:
Algorithms for positive semidefinite factorization. Comput. Optim. Appl. 71(1): 193-219 (2018) - 2016
- [j4]Arnaud Vandaele, Nicolas Gillis, François Glineur, Daniel Tuyttens:
Heuristics for exact nonnegative matrix factorization. J. Glob. Optim. 65(2): 369-400 (2016) - [j3]Arnaud Vandaele, Nicolas Gillis, Qi Lei, Kai Zhong, Inderjit S. Dhillon:
Efficient and Non-Convex Coordinate Descent for Symmetric Nonnegative Matrix Factorization. IEEE Trans. Signal Process. 64(21): 5571-5584 (2016) - 2014
- [j2]Daniel Tuyttens, Arnaud Vandaele:
Towards an efficient resolution of printing problems. Discret. Optim. 14: 126-146 (2014) - 2010
- [j1]Daniel Tuyttens, Arnaud Vandaele:
Using a greedy random adaptative search procedure to solve the cover printing problem. Comput. Oper. Res. 37(4): 640-648 (2010)
Conference and Workshop Papers
- 2024
- [c10]Atharva Awari, Harrison Nguyen, Samuel Wertz, Arnaud Vandaele, Nicolas Gillis:
Coordinate Descent Algorithm for Nonlinear Matrix Decomposition with the ReLU Function. EUSIPCO 2024: 2622-2626 - [c9]Alexandra Dache, Arnaud Vandaele, Nicolas Gillis:
Orthogonal Symmetric Nonnegative Matrix Tri-Factorization. MLSP 2024: 1-6 - [c8]Joakim Lefebvre, Arnaud Vandaele, Nicolas Gillis:
Component-Wise Squared Factorization. MLSP 2024: 1-6 - 2023
- [c7]Alexandra Dache, Arnaud Vandaele, Nicolas Gillis, Nicolas Nadisic:
Exact and Heuristic Methods for Simultaneous Sparse Coding. EUSIPCO 2023: 1753-1757 - [c6]Christos Kolomvakis, Arnaud Vandaele, Nicolas Gillis:
Algorithms for Boolean Matrix Factorization using Integer Programming. MLSP 2023: 1-6 - [c5]Giovanni Seraghiti, Atharva Awari, Arnaud Vandaele, Margherita Porcelli, Nicolas Gillis:
Accelerated Algorithms For Nonlinear Matrix Decomposition With The Relu Function. MLSP 2023: 1-6 - 2021
- [c4]Nicolas Nadisic, Arnaud Vandaele, Nicolas Gillis, Jeremy E. Cohen:
Exact Biobjective k-Sparse Nonnegative Least Squares. EUSIPCO 2021: 2079-2083 - [c3]Andersen Man Shun Ang, Nicolas Gillis, Arnaud Vandaele, Hans De Sterck:
Nonnegative Unimodal Matrix Factorization. ICASSP 2021: 3270-3274 - 2020
- [c2]Nicolas Nadisic, Arnaud Vandaele, Nicolas Gillis, Jeremy E. Cohen:
Exact Sparse Nonnegative Least Squares. ICASSP 2020: 5395-5399 - [c1]Nicolas Nadisic, Arnaud Vandaele, Jeremy E. Cohen, Nicolas Gillis:
Sparse Separable Nonnegative Matrix Factorization. ECML/PKDD (1) 2020: 335-350
Informal and Other Publications
- 2023
- [i10]Giovanni Seraghiti, Atharva Awari, Arnaud Vandaele, Margherita Porcelli, Nicolas Gillis:
Accelerated Algorithms for Nonlinear Matrix Decomposition with the ReLU function. CoRR abs/2305.08687 (2023) - [i9]Christos Kolomvakis, Arnaud Vandaele, Nicolas Gillis:
Algorithms for Boolean Matrix Factorization using Integer Programming. CoRR abs/2305.10185 (2023) - 2020
- [i8]François Moutier, Arnaud Vandaele, Nicolas Gillis:
Off-diagonal Symmetric Nonnegative Matrix Factorization. CoRR abs/2003.04775 (2020) - [i7]Nicolas Nadisic, Arnaud Vandaele, Jérémy E. Cohen, Nicolas Gillis:
Sparse Separable Nonnegative Matrix Factorization. CoRR abs/2006.07553 (2020) - [i6]Nicolas Nadisic, Arnaud Vandaele, Nicolas Gillis:
A Homotopy-based Algorithm for Sparse Multiple Right-hand Sides Nonnegative Least Squares. CoRR abs/2011.11066 (2020) - 2019
- [i5]Pierre De Handschutter, Nicolas Gillis, Arnaud Vandaele, Xavier Siebert:
Near-Convex Archetypal Analysis. CoRR abs/1910.00821 (2019) - 2017
- [i4]Arnaud Vandaele, François Glineur, Nicolas Gillis:
Algorithms for Positive Semidefinite Factorization. CoRR abs/1707.07953 (2017) - 2015
- [i3]Arnaud Vandaele, Nicolas Gillis, François Glineur:
On the Linear Extension Complexity of Regular n-gons. CoRR abs/1505.08031 (2015) - [i2]Arnaud Vandaele, Nicolas Gillis, Qi Lei, Kai Zhong, Inderjit S. Dhillon:
Coordinate Descent Methods for Symmetric Nonnegative Matrix Factorization. CoRR abs/1509.01404 (2015) - 2014
- [i1]Arnaud Vandaele, Nicolas Gillis, François Glineur, Daniel Tuyttens:
Heuristics for Exact Nonnegative Matrix Factorization. CoRR abs/1411.7245 (2014)
Coauthor Index
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