François Glineur
SST/EPL Ecole polytechnique de Louvain (EPL)
SST/ICTM Institute of Information and Communication Technologies, Electronics and Applied Mathematics (ICTEAM)
SSH/IDAM Louvain Institute of Data Analysis and Modeling in economics and statistics (LIDAM)
SST/ICTM/INMA Pôle en ingénierie mathématique (INMA)
Unités d'enseignement pour 2024
| Libellé | Code |
|---|---|
| Algèbre | LEPL1101 |
| Analyse I | LEPL1102 |
| Analyse II | LEPL1105 |
| Analyse | LINFO1111 |
| Modèles et méthodes d'optimisation I | LINMA1702 |
| Applied mathematics seminar | LINMA2120 |
| Optimization models and methods II | LINMA2471 |
Bousselmi, Nizar ; Hendrickx, Julien ; Glineur, François. Interpolation Conditions for Linear Operators and Applications to Performance Estimation Problems. In: SIAM Journal on Optimization, Vol. 34, no.3, p. 3033-3063 (2024). doi:10.1137/23m1575391.
Zamani, Moslem ; Glineur, François ; Hendrickx, Julien. On the Set of Possible Minimizers of a Sum of Convex Functions. In: IEEE Control Systems Letters, Vol. 8, p. 1871-1876 (2024). doi:10.1109/lcsys.2024.3414378.
Van Dessel, Guillaume ; Glineur, François. Optimal inexactness schedules for tunable oracle-based methods. In: Optimization Methods and Software, Vol. 39, no.3, p. 664-698 (2024). doi:10.1080/10556788.2023.2296982.
Goujaud, Baptiste ; Moucer, Céline ; Glineur, François ; Hendrickx, Julien ; Taylor, Adrien B. ; Dieuleveut, Aymeric. PEPit: computer-assisted worst-case analyses of first-order optimization methods in Python. In: Mathematical Programming Computation, Vol. 16, no.3, p. 337-367 (2024). doi:10.1007/s12532-024-00259-7.
Nabou, Yassine ; Glineur, François ; Necoara, Ion. Proximal gradient methods with inexact oracle of degree q for composite optimization. In: Optimization Letters, (2024). doi:10.1007/s11590-024-02118-9.
Bousselmi, Nizar ; Pustelnik, Nelly ; Hendrickx, Julien ; Glineur, François. Comparison of Proximal First-Order Primal and Primal-Dual Algorithms via Performance Estimation. 2024 32nd European Signal Processing Conference (EUSIPCO) (Lyon, France, du 26/08/2024 au 30/08/2024). In: Eusipco 2024, 2024. 978-9-4645-9361-7, p. 2647-2651. doi:10.23919/EUSIPCO63174.2024.10715388.
Vernimmen, Pierre ; Glineur, François. Convergence analysis of an inexact gradient method on smooth convex functions. ESANN 2024, European Symposium on Artificial Neural Networks, Computational Intellignece and Machine Learning (Bruges (Belgium) and online, du 9/10/2024 au 11/10/2024). In: ESANN 2024 proceedings, 2024. 978-2-87587-090-2. doi:10.14428/esann/2024.es2024-171.
Ceulemans, Anne-Emmanuelle ; Glineur, François ; Fisette, Paul ; Beghin, Philémon ; Thys, Iona. Baroque Violas with Reduced Soundboxes: An Evaluation Method. In: The Galpin Society Journal : for the study of musical instruments, Vol. LXXVI, p. 109-126 (2023).
Leplat, Valentin ; Nesterov, Yurii ; Gillis, Nicolas ; Glineur, François. Conic optimization-based algorithms for nonnegative matrix factorization. In: Optimization Methods and Software, Vol. 38, no.4, p. 837-859 (2023). doi:10.1080/10556788.2023.2189714.
Hautecoeur, Cécile ; De Lathauwer, Lieven ; Gillis, Nicolas ; Glineur, François. Least-Squares Methods for Nonnegative Matrix Factorization Over Rational Functions. In: IEEE Transactions on Signal Processing, Vol. 71, p. 1712-1724 (2023). doi:10.1109/tsp.2023.3260560.
Hamaide, Valentin ; Souris, Kevin ; Dasnoy-Sumell, Damien ; Glineur, François ; Macq, Benoît. Real‐time image‐guided treatment of mobile tumors in proton therapy by a library of treatment plans: a simulation study. In: Medical physics, Vol. 50, no. 1, p. 465-479 (2023). doi:10.1002/mp.16084.
Beghin, Philémon ; Ceulemans, Anne-Emmanuelle ; Fisette, Paul ; Glineur, François. Validation of a photogrammetric approach for the objective study of early bowed instruments. In: Heritage Science. doi:10.1186/s40494-023-00979-4.
Chorobura, Flavia ; Glineur, François ; Necoara, Ion. Can random proximal coordinate descent be accelerated on nonseparable convex composite minimization problems?. 2023 European Control Conference (ECC) (Bucharest, Romania, du 13/6/2023 au 16/6/2023). In: 2023 European Control Conference (ECC), I E E E, 2023. 978-3-907144-08-4. doi:10.23919/ecc57647.2023.10178217.
Beghin, Philémon ; Ceulemans, Anne-Emmanuelle ; Glineur, François. L’usage de la photogrammétrie pour l’étude morphologique de violons anciens. XIVe Congrès de la Société française d'histoire des sciences et des techniques (Bordeaux, du 19/04/2023 au 21/04/2023).
Kamri, Ahmed Yassine ; Hendrickx, Julien ; Glineur, François. On the Worst-Case Analysis of Cyclic Coordinate-Wise Algorithms on Smooth Convex Functions. European Control Conference (ECC 2023) (Bucharest, Romania, du 13/06/2023 au 16/06/2023). In: Proceedings of the European Control Conference ECC 2023, 2023. doi:10.23919/ECC57647.2023.10178198.
Tanji, Sofiane ; Vecchia, Andrea Della ; Glineur, François ; Villa, Silvia. Snacks: a fast large-scale kernel SVM solver. 2023 European Control Conference (ECC) (Bucharest, Romania, du 13/6/2023 au 16/6/2023). In: IEEE Xplore, I E E E, 2023. 978-3-907144-08-4. doi:10.23919/ecc57647.2023.10178323.
Dong, Shuyu ; Gao, Bin ; Guan, Yu ; Glineur, François. New Riemannian Preconditioned Algorithms for Tensor Completion via Polyadic Decomposition. In: SIAM Journal on Matrix Analysis and Applications, Vol. 43, no.2, p. 840-866 (2022). doi:10.1137/21M1394734.
Hautecoeur, Cécile ; Glineur, François. Factorisation nonnégative avec des fonctions rationnelles : partitions efficaces et méthodes hybrides. Colloque Francophone de Traitement du Signal et des Images (Nancy, du 06/09/2022 au 09/09/2022). In: 28ème colloque sur le traitement du signal et des images, 2022, 929-932.
Bousselmi, Nizar ; Hendrickx, Julien ; Glineur, François. Performance Estimation of First-Order Methods on Quadratic Functions. 25th International Symposium on Mathematical Theory of Networks and Systems (MTNS 2022) (Bayreuth, Germany, du 12/09/2022 au 16/09/2022). In: Extended Abstracts presented at the 25th International Symposium on Mathematical Theory of Networks and Systems MTNS 2022 : held 12-16 September 2022 in Bayreuth, Germany, 2022, 771–774. doi:10.15495/EPub_UBT_00006809.
Beghin, Philémon ; Ceulemans, Anne-Emmanuelle ; Glineur, François. Using photogrammetry for the objective study of ancient bowed instruments: a machine learning approach. Curves and Surfaces 2022 (Arcachon, du 20/06/2022 au 24/06/2022).
Dewez, Julien ; Gillis, Nicolas ; Glineur, François. A geometric lower bound on the extension complexity of polytopes based on the f-vector. In: Discrete Applied Mathematics, Vol. 303, p. 22-38 (2021). doi:10.1016/j.dam.2020.09.028.
Hamaide, Valentin ; Glineur, François. Unsupervised Minimum Redundancy Maximum Relevance Feature Selection for Predictive Maintenance : Application to a Rotating Machine. In: International Journal of Prognostics and Health Management, Vol. 12, no.2, p. 1-14 (2021). doi:10.36001/ijphm.2021.v12i2.2955.
Hautecoeur, Cécile ; Glineur, François ; De Lathauwer, Lieven. Hierarchical alternating nonlinear least squares for nonnegative matrix factorization using rational functions. 2021 29th European Signal Processing Conference (EUSIPCO) (Dublin, Ireland, du 23/8/2021 au 27/8/2021). In: 2021 29th European Signal Processing Conference (EUSIPCO), IEEE Xplore, 2021. 978-9-0827-9706-0. doi:10.23919/eusipco54536.2021.9615922.
Kamri, Ahmed Yassine ; Glineur, François ; Hendrickx, Julien. On the minimal and maximal smooth convex interpolating functions. Benelux Workshop on Systems and Control (Rotterdam, The Netherlands, 29/06/2021). In: Book of Abstracts — Benelux Workshop on Systems and Control, Erjen Lefeber and Julien Hendrickx (Eds.), 2021. 978-94-6384-233-4, p. 76.
Hamaide, Valentin ; Glineur, François. Transfer learning in Bayesian optimization for the calibration of a beam line in proton therapy. ESANN 2021, European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (Online event, du 06/10/2021 au 08/10/2021). In: ESANN 2021 proceedings, 2021. 978287587082-7. doi:10.14428/esann/2021.ES2021-79.
Hautecoeur, Cécile ; Glineur, François. Nonnegative Matrix Factorization over Continuous Signals using Parametrizable Functions. In: Neurocomputing, Vol. 416, p. 256–265 (2020). doi:10.1016/j.neucom.2019.11.109.
De Klerk, Etienne ; Glineur, François ; Taylor, Adrien B.. Worst-Case Convergence Analysis of Inexact Gradient and Newton Methods Through Semidefinite Programming Performance Estimation. In: SIAM Journal on Optimization, Vol. 30, no.3, p. 2053-2082 (2020). doi:10.1137/19m1281368.
Hautecoeur, Cécile ; Glineur, François. Image completion via nonnegative matrix factorization using HALS and B-splines. ESANN 2020,28th European Symposium on Artificial Neural Networks - Computational Intelligence and Machine Learning (Bruges, Belgium, du 02/10/2020 au 04/10/2020). In: ESANN2020, 28th European Symposium on Artificial Neural Networks - Computational Intelligence and Machine Learning, 2020. 978-2-87587-073-5.
Dewez, Julien ; Glineur, François. Lower bounds on the nonnegative rank using a nested polytopes formulation. ESANN 2020,28th European Symposium on Artificial Neural Networks - Computational Intelligence and Machine Learning (Bruges, Belgium, du 02/10/2020 au 04/10/2020). In: ESANN2020, 28th European Symposium on Artificial Neural Networks - Computational Intelligence and Machine Learning, 2020. 978-2-87587-073-5.
Necoara, I. ; Patrascu, A. ; Glineur, François. Complexity of first-order inexact Lagrangian and penalty methods for conic convex programming. In: Optimization Methods and Software, Vol. 34, no. 2, p. 305-335 (2019). doi:10.1080/10556788.2017.1380642.
Necoara, Ion ; Nesterov, Yurii ; Glineur, François. Linear convergence of first order methods for non-strongly convex optimization. In: Mathematical Programming, Vol. 175, p. 69-107 (2019). doi:10.1007/s10107-018-1232-1.
Martin, Benoît ; Feron, Baptiste ; De Jaeger, Emmanuel ; Glineur, François ; Monti, Antonello. Peak shaving: a planning alternative to reduce investment costs in distribution systems?. In: Energy Systems, Vol. 10, p. 871-887 (2019). doi:10.1007/s12667-018-0299-3.
Hautecoeur, Cécile ; Glineur, François. Accelerating Nonnegative Matrix Factorization Over Polynomial Signals With Faster Projections. 2019 IEEE 29th International Workshop on Machine Learning for Signal Processing (MLSP) (Pittsburgh, PA, USA, du 13/10/2019 au 16/10/2019). In: 2019 IEEE 29th International Workshop on Machine Learning for Signal Processing (MLSP), IEEE, 2019. 9781728108247, p. 1-6. doi:10.1109/mlsp.2019.8918844.
Van Hoorebeeck, Loïc ; Cavillot, Jean ; Bui Van Ha ; Glineur, François ; Craeye, Christophe. Near-field calibration of SKA-Low stations using unmanned aerial vehicles. 13th European Conference on Antennas and Propagation (EuCAP 2019) (Krakow, Poland, du 31/03/2019 au 05/04/2019). In: Proceedings of the 13th European Conference on Antennas and Propagation (EuCAP 2019), IEEE, 2019, p. 5 pages.
Hautecoeur, Cécile ; Glineur, François. Nonnegative matrix factorization with polynomial signals via hierarchical alternating least squares. European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (Bruges (Belgium), du 24/04/2019 au 26/04/2019). In: ESANN2019, 27th European Symposium on Artificial Neural Networks - Computational Intelligence and Machine Learning, 2019. 978-287-587-065-0, p. 125-130.
Hamaide, Valentin ; Glineur, François. Predictive maintenance of a rotating condenser inside a synchrocyclotron. the 28th Belgian Dutch Conference on Machine Learning (Benelearn 2019) (Brussels, Belgium, du 06/11/2019 au 08/11/2019). In: CEUR Workshop Proceedings, Vol. 2491, p. 1-12 (2019).
Vandaele, Arnaud ; Glineur, François ; Gillis, Nicolas. Algorithms for positive semidefinite factorization. In: Computational Optimization and Applications, Vol. 71, no.1, p. 193-219 (2018). doi:10.1007/s10589-018-9998-x.
Bui Van Ha, undefined ; Hamaide, Valentin ; Craeye, Christophe ; Glineur, François ; de Lera Acedo, Eloy. Direct Deterministic Nulling Techniques for Large Random Arrays Including Mutual Coupling. In: IEEE Transactions on Antennas and Propagation, Vol. 66, no.11, p. 5869-5878 (2018). doi:10.1109/tap.2018.2869068.
Taylor, Adrien B. ; Hendrickx, Julien ; Glineur, François. Exact Worst-Case Convergence Rates of the Proximal Gradient Method for Composite Convex Minimization. In: Journal of Optimization Theory and Applications, Vol. 178, p. 455-476 (2018). doi:10.1007/s10957-018-1298-1.
Davis-Stober, Clintin P. ; Doignon, Jean-Paul ; Fiorini, Samuel ; Glineur, François ; Regenwetter, Michel. Extended formulations for order polytopes through network flows. In: Journal of Mathematical Psychology, Vol. 87, p. 1-10 (2018). doi:10.1016/j.jmp.2018.08.003.
Martin, Benoît ; Glineur, François ; De Rua, Philippe ; De Jaeger, Emmanuel. Loss reduction in a windfarm participating in primary voltage control using an extension of the Convex DistFlow OPF. 20th Power Systems Computation Conference (PSCC) (Dublin, du 11/06/2018 au 15/06/2018). In: Proceedings of the 20th Power Systems Computation Conference, IEEE, 2018. 978-1-910963-10-4. doi:10.23919/PSCC.2018.8442758.
Taylor, Adrien ; Hendrickx, Julien ; Glineur, François. Exact Worst-case Performance of First-order Methods for Composite Convex Optimization. In: SIAM Journal on Optimization, Vol. 27, no. 3, p. 1283-1313 (2017). doi:10.1137/16M108104X.
Gillis, Nicolas ; Glineur, François ; Vandaele, Arnaud. On the Linear Extension Complexity of Regular n-gons. In: Linear Algebra and Its Applications, Vol. 521 (2017), p. 217-239 (2017). doi:10.1016/j.laa.2016.12.023.
Necoara, Ion ; Nesterov, Yurii ; Glineur, François. Random block coordinate descent methods for linearly constrained optimization over networks. In: Journal of Optimization Theory and Applications, Vol. 173, no. 1, p. 227-254 (2017). doi:10.1007/s10957-016-1058-z.
Taylor, Adrien ; Hendrickx, Julien ; Glineur, François. Smooth Strongly Convex Interpolation and Exact Worst-case Performance of First-order Methods. In: Mathematical Programming, Vol. 161, no. 1, p. 307–345 (2017). doi:10.1007/s10107-016-1009-3.
Martin, Benoît ; De Jaeger, Emmanuel ; Glineur, François. A comparison of convex formulations for the joint planning of microgrids. 24th International Conference & Exhibition on Electricity Distribution (CIRED) (Glasgow, du 12/06/2017 au 15/06/2017). In: CIRED, Open Access Proc. J, Vol. 2017, p. 2174–2178. doi:10.1049/oap-cired.2017.0841.
Martin, Benoît ; Glineur, François ; De Jaeger, Emmanuel. A robust convex optimization framework for autonomous network planning under load uncertainty. IEEE Powertech 2017 (Manchester, du 18/06/2017 au 22/06/2017). In: Proceedings of 2017 IEEE Manchester PowerTech, Vol. 2017, p. 1-6. doi:10.1109/PTC.2017.7981053.
Taylor, Adrien ; Hendrickx, Julien ; Glineur, François. Performance Estimation Toolbox (PESTO): automated worst-case analysis of first-order optimization methods. Proceedings of the 56th IEEE Conference on Decision and Control (CDC 2017) (Melbourne (Australia), du 12/12/2017 au 15/12/2017). In: Proceedings of the 56th IEEE Conference on Decision and Control (CDC 2017), 2017, p. 1278-1283. doi:10.1109/CDC.2017.8263832.
Wang, Xuansheng ; Glineur, François ; Lu, Linzhang ; Van Dooren, Paul. Extended Lanczos Bidiagonalization Algorithm for Low Rank Approximation and its Applications. In: Journal of Computational and Applied Mathematics, no. 301, p. 213-229 (2016). doi:10.1016/j.cam.2015.12.039.
Vandaele, Arnaud ; Gillis, Nicolas ; Glineur, François ; Tuyttens, Daniel. Heuristics for exact nonnegative matrix factorization. In: Journal of Global Optimization, Vol. 65, no. 2, p. 369-400 (June 2016). doi:10.1007/s10898-015-0350-z.
de Klerk, Etienne ; Glineur, François ; Taylor, Adrien. On the worst-case complexity of the gradient method with exact line search for smooth strongly convex functions. In: Optimization Letters, Vol. 11, no. 7, p. 1185-1199 (2017). doi:10.1007/s11590-016-1087-4.
Martin, Benoît ; De Jaeger, Emmanuel ; Glineur, François ; Latiers, Arnaud. A dynamic programming approach to multi-period planning of isolated microgrids. In: V. Bertsch, W. Fichtner, V. Heuveline, T. Leibfried, Advances in Energy System Optimization (Proceedings of the first International Symposium on Energy System Optimization), Springer, 2016, p. 123-137. 978-3-319-51794-0. doi:10.1007/978-3-319-51795-7_8.
Latiers, Arnaud ; Glineur, François ; De Jaeger, Emmanuel ; Martin, Benoît. On Decentralized Control of Small Loads and Energy Rebound within Primary Frequency Control. PSCC 2016 (Genoa,Italy, 20-24 June 2016). In: Proceedings of the 19th Power Systems Computation Conference, 2016. doi:10.1109/PSCC.2016.7540884.
Martin, Benoît ; De Jaeger, Emmanuel ; Glineur, François ; Latiers, Arnaud. Challenges in Microgrids: A dynamic programming approach to multi-period planning of isolated microgrids. International Symposium on Energy System Optimization ISESO 2015 (Heidelberg, Germany, du 09/11/2015 au 10/11/2015).
Clavier, Thibault ; Razavi-Ghods, Nima ; Glineur, François ; Gonzalez-Ovejero, David ; de Lera Acedo, Eloy ; Craeye, Christophe ; Alexander, Paul. A Global-Local Synthesis Approach for Large Non-regular Arrays. In: IEEE Transactions on Antennas and Propagation, Vol. 62, no. 4, p. 1596-1606 (April 2014). doi:10.1109/TAP.2013.2284816.
Gillis, Nicolas ; Glineur, François. A continuous characterization of the maximum-edge biclique problem. In: Journal of Global Optimization, Vol. 58, no. 3, p. 439-464 (2014). doi:10.1007/s10898-013-0053-2.
Lefèvre, Augustin ; Glineur, François ; Absil, Pierre-Antoine. A convex formulation for informed source separation in the single channel setting. In: Neurocomputing, no. 141, p. 26-36 (2014). doi:10.1016/j.neucom.2013.12.053.
Devolder, Olivier ; Glineur, François ; Nesterov, Yurii. First-Order Methods of Smooth Convex Optimization with Inexact Oracle. In: Mathematical Programming, Vol. 146, no. 1-2, p. 37-75 (2014). doi:10.1007/s10107-013-0677-5.
Tsiaflakis, Paschalis ; Glineur, François ; Moonen, Marc. Iterative Convex Approximation Based Real-Time Dynamic Spectrum Management in Multi-User Multi-Carrier Communication Systems. In: IEEE Signal Processing Letters, Vol. 21, no.5, p. 535-539 (May 2014). doi:10.1109/LSP.2014.2308978.
Tsiaflakis, Paschalis ; Glineur, François ; Moonen, Marc. Real-time dynamic spectrum management for multi-user multi-carrier communication systems. In: IEEE Transactions on Communications, Vol. 62, no. 3, p. 1124-1137 (2014). doi:10.1109/TCOMM.2014.012614.130580.
Pompili, Filippo ; Gillis, Nicolas ; Absil, Pierre-Antoine ; Glineur, François. Two algorithms for orthogonal nonnegative matrix factorization with application to clustering. In: Neurocomputing, no. 141, p. 15-25 (2014). doi:10.1016/j.neucom.2014.02.018.
Latiers, Arnaud ; Glineur, François ; De Jaeger, Emmanuel. Energy Limits in Primary Frequency Control with Short-Term Frequency-Band Allocation. ISGT 2014 (Istanbul, du 12 octobre 2014 au 15 octobre 2014). doi:10.1109/ISGTEurope.2014.7028885.
Clavier, Thibault ; Gonzalez Ovejero, David ; De Lera Acedo, Eloy ; Craeye, Christophe ; Ghods, Nima Razavi ; Glineur, François. Synthesis of non-regular arrays using an FFT-based calculation of the cost function gradient . EuCAP 2014 (The Hague, The Netherlands, April 2014). In: Proceedings of the 8th European Conference on Antennas and Propagation, IEEE, 2014, p. 3326-3330. doi:10.1109/EuCAP.2014.6902540.
Latiers, Arnaud ; Glineur, François ; De Jaeger, Emmanuel. Toward semi-autonomous decentralized primary control from demand response. CIGRE Belgium Conference (Brussels, Belgium, du 12/03/2014 au 14/03/2014).
Zein, Samih ; Colson, Benoit ; Glineur, François. An Efficient Sampling Method for Regression-Based Polynomial Chaos Expansion. In: Communications in Computational Physics, Vol. 13, no. 4, p. 1173-1188 (2013). doi:10.4208/cicp.020911.200412a.
Wang, T. ; Glineur, François ; Louveaux, Jérôme ; Vandendorpe, Luc. Weighted Sum Rate Maximization for Downlink OFDMA with Subcarrier-pair based Opportunistic DF Relaying. In: IEEE Transactions on Signal Processing, Vol. 61, no. 10, p. 2512-2524 (2013). doi:10.1109/TSP.2013.2245326.
Glineur, François. Les méthodes de point intérieur. In: J. Teghem, Recherche opérationnelle - Tome 2 : Gestion de production - Modèles aléatoires - Aide multicritère, Ellipses, 2013, p. 509-538. 9782729882020.
Lefèvre, Augustin ; Glineur, François ; Absil, Pierre-Antoine. A nuclear-norm based convex formulation for informed source separation. ESANN 2013 (Bruges, Belgium, du 24/04/2013 au 26/04/2013). In: Proceedings of the 21st European Symposium on Artificial Neural Networks (ESANN 2013), 2013. 9782874190810, 101-106.
Lefèvre, Augustin ; Glineur, François. First-order methods for low-rank matrix factorization applied to informed source separation. International workshop on regularization, optimization, kernel methods and support vector machines (ROKS 2013) (Leuven, Belgium, du 08/07/2013 au 10/07/2013).
Pompili, Filippo ; Gillis, Nicolas ; Absil, Pierre-Antoine ; Glineur, François. ONP-MF: An Orthogonal Nonnegative Matrix Factorization Algorithm with Application to Clustering. ESANN 2013 (Bruges, Belgium, du 24/04/2013 au 26/04/2013). In: Proceedings of the 21st European Symposium on Artificial Neural Networks (ESANN 2013), 2013. 9782874190810, p. 297-302.
Gillis, Nicolas ; Glineur, François. A multilevel approach for nonnegative matrix factorization. In: Journal of Computational and Applied Mathematics, Vol. 236, no. 7, p. 1708–1723 (January 2012). doi:10.1016/j.cam.2011.10.002.
Gillis, Nicolas ; Glineur, François. Accelerated Multiplicative Updates and Hierarchical ALS Algorithms for Nonnegative Matrix Factorization. In: Neural Computation, Vol. 24, no. 4 (April 2012). doi:10.1162/NECO_a_00256.
Devolder, Olivier ; Glineur, François ; Nesterov, Yurii. Double Smoothing Technique for Large-Scale Linearly Constrained Convex Optimization. In: SIAM Journal on Optimization, Vol. 22, no. 2, p. 702-727 (2012). doi:10.1137/110826102.
Gillis, Nicolas ; Glineur, François. On the Geometric Interpretation of the Nonnegative Rank. In: Linear Algebra and Its Applications, Vol. 437, no. 11, p. 2685-2712 (2012). doi:10.1016/j.laa.2012.06.038.
Tsiaflakis, Paschalis ; Glineur, François. A novel class of iterative approximation methods for DSL spectrum optimization. IEEE International Conference on Communications (ICC 2012) (Ottawa, Canada, du June 10, 2012 au 15/11/2012). In: , 2012. 978-1-4577-2052-9. doi:10.1109/ICC.2012.6364281.
Glineur, François ; Lu, Linzhang ; Van Dooren, Paul ; Wang, Xuansheng. Extended Lanczos Bidiagonalization for Dimension Reduction in Information Retrieval. 8th International Conference on Natural Computation (ICNC'12) (Maui, Hawaii, du 29/05/2012 au 31/05/2012). In: Proceedings, 2012. 978-1-4577-2133-5.
Denies, Jonathan ; Dehez, Bruno ; Glineur, François ; Ben Ahmed, Hamid. Genetic algorithm-based topology optimization: Performance improvement through dynamic evolution of the population size. 2012 International Symposium on Power Electronics, Electrical Drives, Automation and Motion (SPEEDAM 2012) (Sorrento, Italy, du 20/06/2012 au 22/06/2012). In: Proceedings of the International Symposium on Power Electronics, Electrical Drives, Automation and Motion, 2012. 978-1-4673-1299-8, p. 1033-1038. doi:10.1109/SPEEDAM.2012.6264469.
Gillis, Nicolas ; Glineur, François. Low-Rank Matrix Approximation with Weights or Missing Data Is NP-Hard. In: SIAM Journal on Matrix Analysis and Applications, Vol. 32, no. 4, p. 1149–1165 (2011). doi:10.1137/110820361.
Bous, Géraldine ; Fortemps, Philippe ; Glineur, François ; Pirlot, Marc. ACUTA: A novel method for eliciting additive value functions on the basis of holistic preference statements. In: European Journal of Operational Research, Vol. 206, no. 2, p. 435-444 (Octobre 2010). doi:10.1016/j.ejor.2010.03.009.
Gillis, Nicolas ; Glineur, François. Using underapproximations for sparse nonnegative matrix factorization. In: Pattern recognition, Vol. 43, no. 4, p. 1676-1687 (Avril 2010). doi:10.1016/j.patcog.2009.11.013.
Denies, Jonathan ; Dehez, Bruno ; Glineur, François ; Ben Ahmed, Hamid. Impact of the material distribution formalism on the efficiency of evolutionary methods for topology optimization. In: M. Diehl, F. Glineur, E. Jarlebring and W. Michiels, Recent Advances in Optimization and its Applications in Engineering, Springer: Heidelberg, 2010, p. 489-498. 978-3-642-12597-3. doi:10.1007/978-3-642-12598-0_40.
Devolder, Olivier ; Glineur, François ; Nesterov, Yurii. Solving infinite-dimensional optimization problems by polynomial approximation. In: M. Diehl, F. Glineur, E. Jarlebring and W. Michiels, Recent Advances in Optimization and its Applications in Engineering, Springer: Heidelberg, 2010, p. 37-46. 978-3-642-12597-3. doi:10.1007/978-3-642-12598-0_3.
Denies, Jonathan ; Ben Ahmed, Hamid ; Dehez, Bruno ; Glineur, François. Study of a topology optimization tool associating a hybrid algorithm with a Voronoï-based formalism for the design of electromagnetic devices. 19th International Conference on Electrical Machines (ICEM 2010) (Rome, Italy, du 06/09/2010 au 08/09/2010). In: Proceedings of the 19th International Conference on Electrical Machines (ICEM 2010), IEEE Press, 2010. doi:10.1109/ICELMACH.2010.5607889.
Devolder, Olivier ; Glineur, François ; Nesterov, Yurii. Convergence of Polynomial Approximations for Infinite-Dimensional Optimization Problems. 14th Belgian-French-German Conference on Optimization (Leuven, du 14/09/2009 au 18/09/2009). In: Book of Abstracts of the 14th Belgian-French-German Conference on Optimization, 2009. 978-90-73802-00-1, p. 103.
Berry, Michael W. ; Gillis, Nicolas ; Glineur, François. Document Classification Using Nonnegative Matrix Factorization and Underapproximation. 2009 IEEE International Symposium on Circuits and Systems (ISCAS 2009) (Taipei, Taiwan, du 24/05/2009 au 27/05/2009). In: Proceedings of the IEEE International Symposium on Circuits and Systems (ISCAS), 2009. 978-1-4244-3828-0, 2782-2785.
Glineur, François. Quadratic approximation of some convex optimization problems using the arithmetic-geometric mean iteration. 14th Belgian-French-German Conference on Optimizationhe 14th Belgian-French-German Conference on Optimization (Leuven, du 14/09/2009 au 18/09/2009). In: Book of Abstracts of the 14th Belgian-French-German Conference on Optimization, 2009. 978-90-73802-00-1, p. 105.
Labbe, Thibaut ; Glineur, François ; Dehez, Bruno. Topology optimization method applied to the design of electromagnetic devices: focus on convexity issues. 8th International Symposium on Advanced Electromechanical Motion Systems & Electric Drives Joint Symposium (ELECTROMOTION 2009) (Lille, France, du 01/07/2009 au 03/07/2009). In: Proceedings of 8th International Symposium on Advanced Electromechanical Motion Systems & Electric Drives Joint Symposium (ELECTROMOTION 2009), IEEE, 2009. 978-1-4244-5150-0, 6 pp.. doi:10.1109/ELECTROMOTION.2009.5259087.
Labbe, Thibaut ; Dehez, Bruno ; Glineur, François. Two complementary methods to face with convexity issues in topology optimization problems. Compumag 2009 (Florianopolis (Brésil), du 22/11/2009 au 26/11/2009).
Chares, Robert ; Glineur, François. Variable reduction for interior-point methods using partial minimization. 14th Belgian-French-German Conference on Optimization (Leuven, du 14/09/2009 au 18/09/2009). In: Book of Abstracts of the 14th Belgian-French-German Conference on Optimization, 2009. 978-90-73802-00-1, p. 117.
Chares, Robert ; Glineur, François. An interior-point method for the single-facility location problem with mixed norms using a conic formulation. In: Mathematical Methods of Operations Research, Vol. 68, no. 3, p. 383-405 (Décembre 2008). doi:10.1007/s00186-008-0225-x.
Walhin, Jean-François ; Glineur, François. De Finetti's retention problem for proportional reinsurance revisited. In: German Actuarial Bulletin, Vol. 28, p. 451-462 (2006).
Glineur, François ; Walhin, Jean-François. De Finetti's retention problem for proportional reinsurance revisited. In: Blätter der DGVFM, Vol. 27, no. 3, p. 451-462 (2006). doi:10.1007/BF02809170.
Glineur, François ; Terlaky, Tamas. Conic formulation for lp-norm optimization. In: Journal of Optimization Theory and Applications, Vol. 122, no. 2, p. 285-307 (Août 2004). doi:10.1023/B:JOTA.0000042522.65261.51.
Glineur, François. Les méthodes de point intérieur. In: Jacques Teghem, Programmation linéaire (Statistique et mathématiques appliquées (co-édité par Éditions de l’Université de Bruxelles ; 978-2729817602)), Editions Ellipses: Paris, 2003, p. 263-285. 978-2-8004-1317-4.
Glineur, François. Improving Complexity of Structured Convex Optimization Problems Using Self-concordant Barriers. In: European Journal of Operational Research, Vol. 143, no. 2, p. 291-310 (Décembre 2002). doi:10.1016/S0377-2217(02)00297-7.
Glineur, François. Conic optimization: an elegant framework for convex optimization. In: Belgian Journal of Operations Research, Statistics and Computer Science, Vol. 41, no. 1-2, p. 5-28 (2001).
Glineur, François. Proving strong duality for geometric optimization using a conic formulation. In: Annals of Operations Research, Vol. 105, no. 1/4, p. 155-184 (2001). doi:10.1023/A:1013357600036.
Glineur, François. An extended conic formulation for geometric optimization. In: Foundation of Computing and Decision Sciences, Vol. 25, no. 3, p. 161-174 (2000).
Glineur, François. Interior-point methods for linear programming: a guided tour. In: Belgian Journal of Operations Research, Statistics and Computer Science, Vol. 38, no. 1, p. 3-30 (1998).