Efficient and non-convex coordinate descent for symmetric nonnegative matrix factorization A Vandaele, N Gillis, Q Lei, K Zhong, I Dhillon IEEE Transactions on Signal Processing 64 (21), 5571-5584, 2016 | 59 | 2016 |
Heuristics for exact nonnegative matrix factorization A Vandaele, N Gillis, F Glineur, D Tuyttens Journal of Global Optimization 65, 369-400, 2016 | 50 | 2016 |
Algorithms for positive semidefinite factorization A Vandaele, F Glineur, N Gillis Computational Optimization and Applications 71, 193-219, 2018 | 15 | 2018 |
Using a greedy random adaptative search procedure to solve the cover printing problem D Tuyttens, A Vandaele Computers & operations research 37 (4), 640-648, 2010 | 14 | 2010 |
Off-diagonal symmetric nonnegative matrix factorization F Moutier, A Vandaele, N Gillis Numerical Algorithms 88, 939-963, 2021 | 12 | 2021 |
Exact sparse nonnegative least squares N Nadisic, A Vandaele, N Gillis, JE Cohen ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020 | 12 | 2020 |
Near-convex archetypal analysis P De Handschutter, N Gillis, A Vandaele, X Siebert IEEE Signal Processing Letters 27, 81-85, 2019 | 11 | 2019 |
On the linear extension complexity of regular n-gons A Vandaele, N Gillis, F Glineur Linear Algebra and its Applications 521, 217-239, 2017 | 11 | 2017 |
Computing the extension complexities of all 4-dimensional 0/1-polytopes M Oelze, A Vandaele, S Weltge arXiv preprint arXiv:1406.4895, 2014 | 10 | 2014 |
Towards an efficient resolution of printing problems D Tuyttens, A Vandaele Discrete Optimization 14, 126-146, 2014 | 9 | 2014 |
Accelerated Algorithms For Nonlinear Matrix Decomposition With The Relu Function G Seraghiti, A Awari, A Vandaele, M Porcelli, N Gillis 2023 IEEE 33rd International Workshop on Machine Learning for Signal …, 2023 | 6 | 2023 |
Matrix-wise -constrained sparse nonnegative least squares N Nadisic, JE Cohen, A Vandaele, N Gillis Machine Learning 111 (12), 4453-4495, 2022 | 4* | 2022 |
Sparse separable nonnegative matrix factorization N Nadisic, A Vandaele, JE Cohen, N Gillis Joint European Conference on Machine Learning and Knowledge Discovery in …, 2020 | 4 | 2020 |
Exact biobjective k-sparse nonnegative least squares N Nadisic, A Vandaele, N Gillis, JE Cohen 2021 29th European Signal Processing Conference (EUSIPCO), 2079-2083, 2021 | 2 | 2021 |
Heuristics, Exact Methods and Factorizations in Optimization A Vandaele PhD thesis, Université de Mons, 2016 | 2 | 2016 |
Algorithms for boolean matrix factorization using integer programming C Kolomvakis, A Vandaele, N Gillis 2023 IEEE 33rd International Workshop on Machine Learning for Signal …, 2023 | 1 | 2023 |
NONNEGATIVE UNIMODAL MATRIX FACTORIZATION AMS Ang, N Gillis, A Vandaele, H De Sterck | 1 | 2020 |
COMPONENT-WISE SQUARED FACTORIZATION J Lefebvre, A Vandaele, N Gillis MLSP 2024, 2024 | | 2024 |
ORTHOGONAL SYMMETRIC NONNEGATIVE MATRIX TRI-FACTORIZATION A Dache, A Vandaele, N Gillis MLSP 2024, 2024 | | 2024 |
Coordinate Descent Algorithm for Nonlinear Matrix Decomposition with the ReLU function A Awari, H Nguyen, S Wertz, A Vandaele, N Gillis EUSIPCO 2024, 2024 | | 2024 |