Using a greedy random adaptative search procedure to solve the cover printing problem. - Daniel Tuyttens; Arnaud Vandaele (Comput. Oper. Res., 2010)

Towards an efficient resolution of printing problems. - Daniel Tuyttens; Arnaud Vandaele (Discret. Optim., 2014)

On the Linear Extension Complexity of Regular n-gons. - Arnaud Vandaele; Nicolas Gillis; François Glineur (CoRR, 2015)

Coordinate Descent Methods for Symmetric Nonnegative Matrix Factorization. - Arnaud Vandaele; Nicolas Gillis; Qi Lei; Kai Zhong; Inderjit S. Dhillon (CoRR, 2015)

Heuristics for exact nonnegative matrix factorization. - Arnaud Vandaele; Nicolas Gillis; François Glineur; Daniel Tuyttens (J. Glob. Optim., 2016)

Efficient and Non-Convex Coordinate Descent for Symmetric Nonnegative Matrix Factorization. - Arnaud Vandaele; Nicolas Gillis; Qi Lei; Kai Zhong; Inderjit S. Dhillon (IEEE Trans. Signal Process., 2016)

Algorithms for positive semidefinite factorization. - Arnaud Vandaele; François Glineur; Nicolas Gillis (Comput. Optim. Appl., 2018)

Exact Sparse Nonnegative Least Squares. - Nicolas Nadisic; Arnaud Vandaele; Nicolas Gillis; Jeremy E. Cohen (ICASSP, 2020)

Sparse Separable Nonnegative Matrix Factorization. - Nicolas Nadisic; Arnaud Vandaele; Jeremy E. Cohen; Nicolas Gillis (ECML/PKDD (1), 2020)

A Homotopy-based Algorithm for Sparse Multiple Right-hand Sides Nonnegative Least Squares. - Nicolas Nadisic; Arnaud Vandaele; Nicolas Gillis (CoRR, 2020)

Near-Convex Archetypal Analysis. - Pierre De Handschutter; Nicolas Gillis; Arnaud Vandaele; Xavier Siebert (IEEE Signal Process. Lett., 2020)

Exact Biobjective k-Sparse Nonnegative Least Squares. - Nicolas Nadisic; Arnaud Vandaele; Nicolas Gillis; Jeremy E. Cohen (EUSIPCO, 2021)

Nonnegative Unimodal Matrix Factorization. - Andersen Man Shun Ang; Nicolas Gillis; Arnaud Vandaele; Hans De Sterck (ICASSP, 2021)

Off-diagonal symmetric nonnegative matrix factorization. - François Moutier; Arnaud Vandaele; Nicolas Gillis (Numer. Algorithms, 2021)

Matrix-wise ℓ 0-constrained sparse nonnegative least squares. - Nicolas Nadisic; Jeremy E. Cohen; Arnaud Vandaele; Nicolas Gillis (Mach. Learn., 2022)

Exact and Heuristic Methods for Simultaneous Sparse Coding. - Alexandra Dache; Arnaud Vandaele; Nicolas Gillis; Nicolas Nadisic (EUSIPCO, 2023)

Algorithms for Boolean Matrix Factorization using Integer Programming. - Christos Kolomvakis; Arnaud Vandaele; Nicolas Gillis (MLSP, 2023)

Accelerated Algorithms For Nonlinear Matrix Decomposition With The Relu Function. - Giovanni Seraghiti; Atharva Awari; Arnaud Vandaele; Margherita Porcelli; Nicolas Gillis (MLSP, 2023)

Coordinate Descent Algorithm for Nonlinear Matrix Decomposition with the ReLU Function. - Atharva Awari; Harrison Nguyen; Samuel Wertz; Arnaud Vandaele; Nicolas Gillis (EUSIPCO, 2024)

Orthogonal Symmetric Nonnegative Matrix Tri-Factorization. - Alexandra Dache; Arnaud Vandaele; Nicolas Gillis (MLSP, 2024)

Component-Wise Squared Factorization. - Joakim Lefebvre; Arnaud Vandaele; Nicolas Gillis (MLSP, 2024)

Boolean Matrix Tri-Factorization. - Christos Kolomvakis; Arnaud Vandaele; Nicolas Gillis (ICASSP, 2025)

Efficient algorithms for the Hadamard decomposition. - Samuel Wertz; Arnaud Vandaele; Nicolas Gillis (CoRR, 2025)