Heuristics for exact nonnegative matrix factorization A Vandaele, N Gillis, F Glineur, D Tuyttens Journal of Global Optimization 65 (2), 369-400, 2016 | 40 | 2016 |

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 | 39* | 2016 |

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 | 10 | 2010 |

Algorithms for positive semidefinite factorization A Vandaele, F Glineur, N Gillis Computational Optimization and Applications 71 (1), 193-219, 2018 | 8 | 2018 |

Exact sparse nonnegative least squares N Nadisic, A Vandaele, N Gillis, JE Cohen ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020 | 7 | 2020 |

On the linear extension complexity of regular *n*-gonsA Vandaele, N Gillis, F Glineur Linear Algebra and its Applications 521, 217-239, 2017 | 6 | 2017 |

Computing the extension complexities of all 4-dimensional 0/1-polytopes M Oelze, A Vandaele, S Weltge arXiv preprint arXiv:1406.4895, 2014 | 6 | 2014 |

Off-diagonal symmetric nonnegative matrix factorization F Moutier, A Vandaele, N Gillis Numerical Algorithms, 1-25, 2021 | 4 | 2021 |

Near-convex archetypal analysis P De Handschutter, N Gillis, A Vandaele, X Siebert IEEE Signal Processing Letters 27, 81-85, 2019 | 3 | 2019 |

Towards an efficient resolution of printing problems D Tuyttens, A Vandaele Discrete Optimization 14, 126-146, 2014 | 3 | 2014 |

A Homotopy-based Algorithm for Sparse Multiple Right-hand Sides Nonnegative Least Squares N Nadisic, A Vandaele, N Gillis arXiv preprint arXiv:2011.11066, 2020 | 1 | 2020 |

Sparse separable nonnegative matrix factorization N Nadisic, A Vandaele, JE Cohen, N Gillis arXiv preprint arXiv:2006.07553, 2020 | 1 | 2020 |

NONNEGATIVE UNIMODAL MATRIX FACTORIZATION AMS Ang, N Gillis, A Vandaele, H De Sterck | | 2020 |

Algorithms for possible semidefinite factorization A Vandaele, F Glineur, N Gillis CORE Discussion Papers RP, 2018 | | 2018 |

Exact Biobjective k-Sparse Nonnegative Least Squares N Nadisic, A Vandaele, N Gillis, JE Cohen | | |

Machine Learning Sparse Multinomial Logistic Regression via Approximate Message Passing.................. E. Byrne and P. Schniter 5485 Signal Processing for Networks and … A Vandaele, N Gillis, Q Lei, K Zhong, I Dhillon, L Bianchi, F Antonacci, ... | | |

Iterative Sparsification-Projection: Fast and Robust Sparse Signal Approximation.... M. Sadeghi and M. Babaie-Zadeh 5536 Optimal Sample Complexity for Blind Gain and Phase … A Vandaele, N Gillis, Q Lei, K Zhong, I Dhillon, L Chaari, JY Tourneret, ... | | |

Coordinate Descent methods for Positive Semidefinite Factorization A Vandaele, N Gillis, F Glineur Scientific committee, 115, 0 | | |