François Glineur

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 39

Top Topics

Nonnegative Matrix Factorization

Optimization Methods

Top Venues

Publications

Moslem Zamani, François Glineur, Julien M. Hendrickx
On the Set of Possible Minimizers of a Sum of Convex Functions. IEEE Control. Syst. Lett. 8 (2024)
Philémon Beghin, Anne-Emmanuelle Ceulemans, François Glineur
A discussion about violin reduction: geometric analysis of contour lines and channel of minima. CoRR (2024)
Sofiane Tanji, Andrea Della Vecchia, François Glineur, Silvia Villa
Snacks: a fast large-scale kernel SVM solver. CoRR (2023)
Flávia Chorobura, François Glineur, Ion Necoara
Can random proximal coordinate descent be accelerated on nonseparable convex composite minimization problems? ECC (2023)
Yassine Kamri, Julien M. Hendrickx, François Glineur
On the Worst-Case Analysis of Cyclic Coordinate-Wise Algorithms on Smooth Convex Functions. ECC (2023)
Sofiane Tanji, Andrea Della Vecchia, François Glineur, Silvia Villa
Snacks: a fast large-scale kernel SVM solver. ECC (2023)
Cécile Hautecoeur, Lieven De Lathauwer, Nicolas Gillis, François Glineur
Least-Squares Methods for Nonnegative Matrix Factorization Over Rational Functions. IEEE Trans. Signal Process. 71 (2023)
Valentin Leplat, Yurii E. Nesterov, Nicolas Gillis, François Glineur
Conic optimization-based algorithms for nonnegative matrix factorization. Optim. Methods Softw. 38 (4) (2023)
Cécile Hautecoeur, Lieven De Lathauwer, Nicolas Gillis, François Glineur
Least-squares methods for nonnegative matrix factorization over rational functions. CoRR (2022)
Baptiste Goujaud, Céline Moucer, François Glineur, Julien M. Hendrickx, Adrien B. Taylor, Aymeric Dieuleveut
PEPit: computer-assisted worst-case analyses of first-order optimization methods in Python. CoRR (2022)
Philémon Beghin, Anne-Emmanuelle Ceulemans, Paul Fisette, François Glineur
Validation of a photogrammetric approach for the study of ancient bowed instruments. CoRR (2022)
Shuyu Dong, Bin Gao, Yu Guan, François Glineur
New Riemannian Preconditioned Algorithms for Tensor Completion via Polyadic Decomposition. SIAM J. Matrix Anal. Appl. 43 (2) (2022)
Valentin Hamaide, Denis Joassin, Lauriane Castin, François Glineur
A two-level machine learning framework for predictive maintenance: comparison of learning formulations. CoRR (2022)
Cécile Hautecoeur, François Glineur, Lieven De Lathauwer
Hierarchical alternating nonlinear least squares for nonnegative matrix factorization using rational functions. EUSIPCO (2021)
Valentin Hamaide, François Glineur
Transfer learning in Bayesian optimization for the calibration of a beam line in proton therapy. ESANN (2021)
Julien Dewez, Nicolas Gillis, François Glineur
A geometric lower bound on the extension complexity of polytopes based on the f-vector. Discret. Appl. Math. 303 (2021)
Shuyu Dong, Bin Gao, Yu Guan, François Glineur
New Riemannian preconditioned algorithms for tensor completion via polyadic decomposition. CoRR (2021)
Etienne de Klerk, François Glineur, Adrien B. Taylor
Worst-Case Convergence Analysis of Inexact Gradient and Newton Methods Through Semidefinite Programming Performance Estimation. SIAM J. Optim. 30 (3) (2020)
Julien Dewez, François Glineur
Lower bounds on the nonnegative rank using a nested polytopes formulation. ESANN (2020)
Yu Guan, Shuyu Dong, Pierre-Antoine Absil, François Glineur
Alternating minimization algorithms for graph regularized tensor completion. CoRR (2020)
Cécile Hautecoeur, François Glineur
Image completion via nonnegative matrix factorization using B-splines. ESANN (2020)
Cécile Hautecoeur, François Glineur
Nonnegative Matrix Factorization over Continuous Signals using Parametrizable Functions. Neurocomputing 416 (2020)
Valentin Hamaide, François Glineur
Predictive Maintenance of a Rotating Condenser Inside a Synchrocyclotron. BNAIC/BENELEARN (2019)
Cécile Hautecoeur, François Glineur
Accelerating Nonnegative Matrix Factorization Over Polynomial Signals With Faster Projections. MLSP (2019)
Ion Necoara, Andrei Patrascu, François Glineur
Complexity of first-order inexact Lagrangian and penalty methods for conic convex programming. Optim. Methods Softw. 34 (2) (2019)
Cécile Hautecoeur, François Glineur
Nonnegative matrix factorization with polynomial signals via hierarchical alternating least squares. ESANN (2019)
Ion Necoara, Yurii E. Nesterov, François Glineur
Linear convergence of first order methods for non-strongly convex optimization. Math. Program. 175 (1-2) (2019)
Adrien B. Taylor, Julien M. Hendrickx, François Glineur
Exact Worst-Case Convergence Rates of the Proximal Gradient Method for Composite Convex Minimization. J. Optim. Theory Appl. 178 (2) (2018)
Arnaud Vandaele, François Glineur, Nicolas Gillis
Algorithms for positive semidefinite factorization. Comput. Optim. Appl. 71 (1) (2018)
Adrien B. Taylor, Julien M. Hendrickx, François Glineur
Exact Worst-Case Performance of First-Order Methods for Composite Convex Optimization. SIAM J. Optim. 27 (3) (2017)
Etienne de Klerk, François Glineur, Adrien B. Taylor
On the worst-case complexity of the gradient method with exact line search for smooth strongly convex functions. Optim. Lett. 11 (7) (2017)
Adrien B. Taylor, Julien M. Hendrickx, François Glineur
Performance estimation toolbox (PESTO): Automated worst-case analysis of first-order optimization methods. CDC (2017)
Arnaud Vandaele, François Glineur, Nicolas Gillis
Algorithms for Positive Semidefinite Factorization. CoRR (2017)
Adrien B. Taylor, Julien M. Hendrickx, François Glineur
Smooth strongly convex interpolation and exact worst-case performance of first-order methods. Math. Program. 161 (1-2) (2017)
Ion Necoara, Yurii E. Nesterov, François Glineur
Random Block Coordinate Descent Methods for Linearly Constrained Optimization over Networks. J. Optim. Theory Appl. 173 (1) (2017)
Xuansheng Wang, François Glineur, Linzhang Lu, Paul Van Dooren
Extended Lanczos bidiagonalization algorithm for low rank approximation and its applications. J. Comput. Appl. Math. 301 (2016)
Arnaud Vandaele, Nicolas Gillis, François Glineur, Daniel Tuyttens
Heuristics for exact nonnegative matrix factorization. J. Glob. Optim. 65 (2) (2016)
Arnaud Latiers, François Glineur, Emmanuel De Jaeger, Benoit Martin
On decentralized control of small loads and energy rebound within primary frequency control. PSCC (2016)
Arnaud Vandaele, Nicolas Gillis, François Glineur
On the Linear Extension Complexity of Regular n-gons. CoRR (2015)
Olivier Devolder, François Glineur, Yurii E. Nesterov
First-order methods of smooth convex optimization with inexact oracle. Math. Program. 146 (1-2) (2014)
Paschalis Tsiaflakis, François Glineur, Marc Moonen
Iterative Convex Approximation Based Real-Time Dynamic Spectrum Management in Multi-User Multi-Carrier Communication Systems. IEEE Signal Process. Lett. 21 (5) (2014)
Augustin Lefèvre, François Glineur, Pierre-Antoine Absil
A convex formulation for informed source separation in the single channel setting. Neurocomputing 141 (2014)
Nicolas Gillis, François Glineur
A continuous characterization of the maximum-edge biclique problem. J. Glob. Optim. 58 (3) (2014)
Arnaud Vandaele, Nicolas Gillis, François Glineur, Daniel Tuyttens
Heuristics for Exact Nonnegative Matrix Factorization. CoRR (2014)
Paschalis Tsiaflakis, François Glineur, Marc Moonen
Real-Time Dynamic Spectrum Management for Multi-User Multi-Carrier Communication Systems. IEEE Trans. Commun. 62 (3) (2014)
Filippo Pompili, Nicolas Gillis, Pierre-Antoine Absil, François Glineur
Two algorithms for orthogonal nonnegative matrix factorization with application to clustering. Neurocomputing 141 (2014)
Paschalis Tsiaflakis, François Glineur, Marc Moonen
Real-time dynamic spectrum management for multi-user multi-carrier communication systems. CoRR (2013)
Tao Wang, François Glineur, Jérôme Louveaux, Luc Vandendorpe
Weighted Sum Rate Maximization for Downlink OFDMA with Subcarrier-pair based Opportunistic DF Relaying CoRR (2013)
Paschalis Tsiaflakis, François Glineur
Spectrum optimization in multi-user multi-carrier systems with iterative convex and nonconvex approximation methods. CoRR (2013)
Augustin Lefèvre, François Glineur, Pierre-Antoine Absil
A nuclear-norm based convex formulation for informed source separation. ESANN (2013)
Filippo Pompili, Nicolas Gillis, François Glineur, Pierre-Antoine Absil
ONP-MF: An Orthogonal Nonnegative Matrix Factorization Algorithm with Application to Clustering. ESANN (2013)
Tao Wang, François Glineur, Jérôme Louveaux, Luc Vandendorpe
Weighted Sum Rate Maximization for Downlink OFDMA With Subcarrier-Pair Based Opportunistic DF Relaying. IEEE Trans. Signal Process. 61 (10) (2013)
Olivier Devolder, François Glineur, Yurii E. Nesterov
Double Smoothing Technique for Large-Scale Linearly Constrained Convex Optimization. SIAM J. Optim. 22 (2) (2012)
Augustin Lefèvre, François Glineur, Pierre-Antoine Absil
A nuclear-norm based convex formulation for informed source separation CoRR (2012)
Nicolas Gillis, François Glineur
Accelerated Multiplicative Updates and Hierarchical ALS Algorithms for Nonnegative Matrix Factorization. Neural Comput. 24 (4) (2012)
Nicolas Gillis, François Glineur
A multilevel approach for nonnegative matrix factorization. J. Comput. Appl. Math. 236 (7) (2012)
Filippo Pompili, Nicolas Gillis, Pierre-Antoine Absil, François Glineur
Two Algorithms for Orthogonal Nonnegative Matrix Factorization with Application to Clustering CoRR (2012)
Paschalis Tsiaflakis, François Glineur
A novel class of iterative approximation methods for DSL spectrum optimization. ICC (2012)
Nicolas Gillis, François Glineur
Accelerated Multiplicative Updates and Hierarchical ALS Algorithms for Nonnegative Matrix Factorization CoRR (2011)
Nicolas Gillis, François Glineur
Low-Rank Matrix Approximation with Weights or Missing Data Is NP-Hard. SIAM J. Matrix Anal. Appl. 32 (4) (2011)
Nicolas Gillis, François Glineur
Using underapproximations for sparse nonnegative matrix factorization. Pattern Recognit. 43 (4) (2010)
Nicolas Gillis, François Glineur
A Multilevel Approach For Nonnegative Matrix Factorization CoRR (2010)
Géraldine Bous, Philippe Fortemps, François Glineur, Marc Pirlot
ACUTA: A novel method for eliciting additive value functions on the basis of holistic preference statements. Eur. J. Oper. Res. 206 (2) (2010)
Michael W. Berry, Nicolas Gillis, François Glineur
Document Classification using Nonnegative Matrix Factorization and Underapproximation. ISCAS (2009)
Robert Chares, François Glineur
An interior-point method for the single-facility location problem with mixed norms using a conic formulation. Math. Methods Oper. Res. 68 (3) (2008)
François Glineur
Improving complexity of structured convex optimization problems using self-concordant barriers. Eur. J. Oper. Res. 143 (2) (2002)
François Glineur
Proving Strong Duality for Geometric Optimization Using a Conic Formulation. Ann. Oper. Res. 105 (1-4) (2001)