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- 贵谤补苍莽辞颈蝉 Glineur
贵谤补苍莽辞颈蝉 Glineur
Professeur ordinaire
Pour des informations plus d茅taill茅es sur mes publications, merci de visiter ma聽.
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- 顿颈辫濒么尘别蝉
础苍苍茅别 Label Institution 1997 Ing茅nieur civil en Informatique et Gestion Facult茅 Polytechnique de Mons 1997 Ing茅nieur de l'茅cole sup茅rieure d'茅lectricit茅 Ecole sup茅rieure d'茅lectricit茅 1998 Dipl么me d'茅迟耻诲别蝉 approfondies interuniversitaire en Math茅matique Facult茅 Polytechnique de Mons 2001 Docteur en sciences appliqu茅es Facult茅 Polytechnique de Mons
Convex optimization
- algorithms (first-order methods and interior-point methods),
- modelling (approximations, extended formulations) and duality,
- applications of optimization in general.
Nonnegative matrix factorization
- algorithms and complexity,
- nonnegative rank and applications,
- numerical linear algebra in general.
2024
Bousselmi, Nizar ; Hendrickx, Julien ; Glineur, 贵谤补苍莽辞颈蝉. 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.
2024
Zamani, Moslem ; Glineur, 贵谤补苍莽辞颈蝉 ; 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.
2024
Van Dessel, Guillaume ; Glineur, 贵谤补苍莽辞颈蝉. 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.
2024
Goujaud, Baptiste ; Moucer, C茅line ; Glineur, 贵谤补苍莽辞颈蝉 ; 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.
2024
Nabou, Yassine ; Glineur, 贵谤补苍莽辞颈蝉 ; 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.
2023
Ceulemans, Anne-Emmanuelle ; Glineur, 贵谤补苍莽辞颈蝉 ; Fisette, Paul ; Beghin, Phil茅mon ; 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).
2023
Leplat, Valentin ; Nesterov, Yurii ; Gillis, Nicolas ; Glineur, 贵谤补苍莽辞颈蝉. 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.
2023
Hautecoeur, C茅cile ; De Lathauwer, Lieven ; Gillis, Nicolas ; Glineur, 贵谤补苍莽辞颈蝉. 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.
2023
Hamaide, Valentin ; Souris, Kevin ; Dasnoy-Sumell, Damien ; Glineur, 贵谤补苍莽辞颈蝉 ; Macq, Beno卯t. Real鈥恡ime image鈥恎uided 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.
2023
Beghin, Phil茅mon ; Ceulemans, Anne-Emmanuelle ; Fisette, Paul ; Glineur, 贵谤补苍莽辞颈蝉. Validation of a photogrammetric approach for the objective study of early bowed instruments. In: Heritage Science. doi:10.1186/s40494-023-00979-4.
2022
Dong, Shuyu ; Gao, Bin ; Guan, Yu ; Glineur, 贵谤补苍莽辞颈蝉. 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.
2021
Dewez, Julien ; Gillis, Nicolas ; Glineur, 贵谤补苍莽辞颈蝉. 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.
2021
Hamaide, Valentin ; Glineur, 贵谤补苍莽辞颈蝉. 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.
2020
Hautecoeur, C茅cile ; Glineur, 贵谤补苍莽辞颈蝉. Nonnegative Matrix Factorization over Continuous Signals using Parametrizable Functions. In: Neurocomputing, Vol. 416, p. 256鈥�265 (2020). doi:10.1016/j.neucom.2019.11.109.
2020
De Klerk, Etienne ; Glineur, 贵谤补苍莽辞颈蝉 ; 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.
2019
Necoara, I. ; Patrascu, A. ; Glineur, 贵谤补苍莽辞颈蝉. 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.
2019
Necoara, Ion ; Nesterov, Yurii ; Glineur, 贵谤补苍莽辞颈蝉. 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.
2019
Martin, Beno卯t ; Feron, Baptiste ; De Jaeger, Emmanuel ; Glineur, 贵谤补苍莽辞颈蝉 ; 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.
2024
Bousselmi, Nizar ; Pustelnik, Nelly ; Hendrickx, Julien ; Glineur, 贵谤补苍莽辞颈蝉. 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.
2024
Vernimmen, Pierre ; Glineur, 贵谤补苍莽辞颈蝉. 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.
2023
Chorobura, Flavia ; Glineur, 贵谤补苍莽辞颈蝉 ; 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.
2023
Beghin, Phil茅mon ; Ceulemans, Anne-Emmanuelle ; Glineur, 贵谤补苍莽辞颈蝉. L鈥檜sage de la photogramm茅trie pour l鈥櫭﹖ude morphologique de violons anciens. XIVe Congr猫s de la Soci茅t茅 fran莽aise d'histoire des sciences et des techniques (Bordeaux, du 19/04/2023 au 21/04/2023).
2023
Kamri, Ahmed Yassine ; Hendrickx, Julien ; Glineur, 贵谤补苍莽辞颈蝉. 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.
2023
Tanji, Sofiane ; Vecchia, Andrea Della ; Glineur, 贵谤补苍莽辞颈蝉 ; 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.
2022
Hautecoeur, C茅cile ; Glineur, 贵谤补苍莽辞颈蝉. Factorisation nonn茅gative avec des fonctions rationnelles : partitions efficaces et m茅thodes hybrides. Colloque Francophone de Traitement du Signal et des Images (Nancy, du 06/09/2022 au 09/09/2022). In: 28猫me colloque sur le traitement du signal et des images, 2022, 929-932.
2022
Bousselmi, Nizar ; Hendrickx, Julien ; Glineur, 贵谤补苍莽辞颈蝉. 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鈥�774. doi:10.15495/EPub_UBT_00006809.
2022
Beghin, Phil茅mon ; Ceulemans, Anne-Emmanuelle ; Glineur, 贵谤补苍莽辞颈蝉. 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).
2021
Hautecoeur, C茅cile ; Glineur, 贵谤补苍莽辞颈蝉 ; 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.
2021
Kamri, Ahmed Yassine ; Glineur, 贵谤补苍莽辞颈蝉 ; 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 鈥� Benelux Workshop on Systems and Control, Erjen Lefeber and Julien Hendrickx (Eds.), 2021. 978-94-6384-233-4, p. 76.
2021
Hamaide, Valentin ; Glineur, 贵谤补苍莽辞颈蝉. 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.
2020
Hautecoeur, C茅cile ; Glineur, 贵谤补苍莽辞颈蝉. 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.
2020
Dewez, Julien ; Glineur, 贵谤补苍莽辞颈蝉. 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.
2019
Hautecoeur, C茅cile ; Glineur, 贵谤补苍莽辞颈蝉. 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.
2019
Van Hoorebeeck, Lo茂c ; Cavillot, Jean ; Bui Van Ha ; Glineur, 贵谤补苍莽辞颈蝉 ; 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.
2019
Hautecoeur, C茅cile ; Glineur, 贵谤补苍莽辞颈蝉. 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.
2019
Hamaide, Valentin ; Glineur, 贵谤补苍莽辞颈蝉. 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).