François Glineur

80 papers A 1B 7C 1Journal 61Unranked 10

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Worst-case convergence analysis of relatively inexact gradient descent on smooth convex functions. Neurocomputing Pierre Vernimmen, François Glineur
2025	J	`jnl`	Dual first-order methods for efficient computation of convex hull prices. CoRR Sofiane Tanji, Yassine Kamri, François Glineur, Mehdi Madani
2025	J	`jnl`	Empirical and computer-aided robustness analysis of long-step and accelerated methods in smooth convex optimization. CoRR Pierre Vernimmen, François Glineur
2025	J	`jnl`	Exact Convergence Rate of the Last Iterate in Subgradient Methods. SIAM J. Optim. Moslem Zamani, François Glineur
2025	J	`jnl`	Identification of Violin Reduction via Contour Lines Classification. CoRR Philémon Beghin, Anne-Emmanuelle Ceulemans, François Glineur
2025	J	`jnl`	Proximal gradient methods with inexact oracle of degree q for composite optimization. Optim. Lett. Yassine Nabou, François Glineur, Ion Necoara
2025	A	`conf`	Tight Analysis of Difference-of-Convex Algorithm (DCA) Improves Convergence Rates for Proximal Gradient Descent. AISTATS Teodor Rotaru, Panagiotis Patrinos, François Glineur
2025	J	`jnl`	Tight Convergence Rates in Gradient Mapping for the Difference-of-Convex Algorithm. CoRR Teodor Rotaru, Panagiotis Patrinos, François Glineur
2024	J	`jnl`	A discussion about violin reduction: geometric analysis of contour lines and channel of minima. CoRR Philémon Beghin, Anne-Emmanuelle Ceulemans, François Glineur
2024	—	`conf`	Comparison of Proximal First-Order Primal and Primal-Dual Algorithms via Performance Estimation. EUSIPCO Nizar Bousselmi, Nelly Pustelnik, Julien M. Hendrickx, François Glineur
2024	B	`conf`	Convergence analysis of an inexact gradient method on smooth convex functions. ESANN Pierre Vernimmen, François Glineur
2024	J	`jnl`	Interpolation Conditions for Linear Operators and Applications to Performance Estimation Problems. SIAM J. Optim. Nizar Bousselmi, Julien M. Hendrickx, François Glineur
2024	J	`jnl`	On the Set of Possible Minimizers of a Sum of Convex Functions. IEEE Control. Syst. Lett. Moslem Zamani, François Glineur, Julien M. Hendrickx
2024	J	`jnl`	Optimal inexactness schedules for tunable oracle-based methods. Optim. Methods Softw. Guillaume Van Dessel, François Glineur
2024	J	`jnl`	PEPit: computer-assisted worst-case analyses of first-order optimization methods in Python. Math. Program. Comput. Baptiste Goujaud, Céline Moucer, François Glineur, Julien M. Hendrickx, Adrien B. Taylor, Aymeric Dieuleveut
2023	—	`conf`	Can random proximal coordinate descent be accelerated on nonseparable convex composite minimization problems? ECC Flávia Chorobura, François Glineur, Ion Necoara
2023	J	`jnl`	Conic optimization-based algorithms for nonnegative matrix factorization. Optim. Methods Softw. Valentin Leplat, Yurii E. Nesterov, Nicolas Gillis, François Glineur
2023	J	`jnl`	Least-Squares Methods for Nonnegative Matrix Factorization Over Rational Functions. IEEE Trans. Signal Process. Cécile Hautecoeur, Lieven De Lathauwer, Nicolas Gillis, François Glineur
2023	—	`conf`	On the Worst-Case Analysis of Cyclic Coordinate-Wise Algorithms on Smooth Convex Functions. ECC Yassine Kamri, Julien M. Hendrickx, François Glineur
2023	—	`conf`	Snacks: a fast large-scale kernel SVM solver. ECC Sofiane Tanji, Andrea Della Vecchia, François Glineur, Silvia Villa
2023	J	`jnl`	Snacks: a fast large-scale kernel SVM solver. CoRR Sofiane Tanji, Andrea Della Vecchia, François Glineur, Silvia Villa
2022	J	`jnl`	A two-level machine learning framework for predictive maintenance: comparison of learning formulations. CoRR Valentin Hamaide, Denis Joassin, Lauriane Castin, François Glineur
2022	J	`jnl`	Least-squares methods for nonnegative matrix factorization over rational functions. CoRR Cécile Hautecoeur, Lieven De Lathauwer, Nicolas Gillis, François Glineur
2022	J	`jnl`	New Riemannian Preconditioned Algorithms for Tensor Completion via Polyadic Decomposition. SIAM J. Matrix Anal. Appl. Shuyu Dong, Bin Gao, Yu Guan, François Glineur
2022	J	`jnl`	PEPit: computer-assisted worst-case analyses of first-order optimization methods in Python. CoRR Baptiste Goujaud, Céline Moucer, François Glineur, Julien M. Hendrickx, Adrien B. Taylor, Aymeric Dieuleveut
2022	J	`jnl`	Validation of a photogrammetric approach for the study of ancient bowed instruments. CoRR Philémon Beghin, Anne-Emmanuelle Ceulemans, Paul Fisette, François Glineur
2021	J	`jnl`	A geometric lower bound on the extension complexity of polytopes based on the f-vector. Discret. Appl. Math. Julien Dewez, Nicolas Gillis, François Glineur
2021	—	`conf`	Hierarchical alternating nonlinear least squares for nonnegative matrix factorization using rational functions. EUSIPCO Cécile Hautecoeur, François Glineur, Lieven De Lathauwer
2021	J	`jnl`	New Riemannian preconditioned algorithms for tensor completion via polyadic decomposition. CoRR Shuyu Dong, Bin Gao, Yu Guan, François Glineur
2021	B	`conf`	Transfer learning in Bayesian optimization for the calibration of a beam line in proton therapy. ESANN Valentin Hamaide, François Glineur
2020	J	`jnl`	Alternating minimization algorithms for graph regularized tensor completion. CoRR Yu Guan, Shuyu Dong, Pierre-Antoine Absil, François Glineur
2020	B	`conf`	Image completion via nonnegative matrix factorization using B-splines. ESANN Cécile Hautecoeur, François Glineur
2020	B	`conf`	Lower bounds on the nonnegative rank using a nested polytopes formulation. ESANN Julien Dewez, François Glineur
2020	J	`jnl`	Nonnegative Matrix Factorization over Continuous Signals using Parametrizable Functions. Neurocomputing Cécile Hautecoeur, François Glineur
2020	J	`jnl`	Worst-Case Convergence Analysis of Inexact Gradient and Newton Methods Through Semidefinite Programming Performance Estimation. SIAM J. Optim. Etienne de Klerk, François Glineur, Adrien B. Taylor
2019	—	`conf`	Accelerating Nonnegative Matrix Factorization Over Polynomial Signals With Faster Projections. MLSP Cécile Hautecoeur, François Glineur
2019	J	`jnl`	Complexity of first-order inexact Lagrangian and penalty methods for conic convex programming. Optim. Methods Softw. Ion Necoara, Andrei Patrascu, François Glineur
2019	J	`jnl`	Linear convergence of first order methods for non-strongly convex optimization. Math. Program. Ion Necoara, Yurii E. Nesterov, François Glineur
2019	B	`conf`	Nonnegative matrix factorization with polynomial signals via hierarchical alternating least squares. ESANN Cécile Hautecoeur, François Glineur
2019	—	`conf`	Predictive Maintenance of a Rotating Condenser Inside a Synchrocyclotron. BNAIC/BENELEARN Valentin Hamaide, François Glineur
2018	J	`jnl`	Algorithms for positive semidefinite factorization. Comput. Optim. Appl. Arnaud Vandaele, François Glineur, Nicolas Gillis
2018	J	`jnl`	Exact Worst-Case Convergence Rates of the Proximal Gradient Method for Composite Convex Minimization. J. Optim. Theory Appl. Adrien B. Taylor, Julien M. Hendrickx, François Glineur
2017	J	`jnl`	Algorithms for Positive Semidefinite Factorization. CoRR Arnaud Vandaele, François Glineur, Nicolas Gillis
2017	J	`jnl`	Exact Worst-Case Performance of First-Order Methods for Composite Convex Optimization. SIAM J. Optim. Adrien B. Taylor, Julien M. Hendrickx, François Glineur
2017	J	`jnl`	On the worst-case complexity of the gradient method with exact line search for smooth strongly convex functions. Optim. Lett. Etienne de Klerk, François Glineur, Adrien B. Taylor
2017	—	`conf`	Performance estimation toolbox (PESTO): Automated worst-case analysis of first-order optimization methods. CDC Adrien B. Taylor, Julien M. Hendrickx, François Glineur
2017	J	`jnl`	Random Block Coordinate Descent Methods for Linearly Constrained Optimization over Networks. J. Optim. Theory Appl. Ion Necoara, Yurii E. Nesterov, François Glineur
2017	J	`jnl`	Smooth strongly convex interpolation and exact worst-case performance of first-order methods. Math. Program. Adrien B. Taylor, Julien M. Hendrickx, François Glineur
2016	J	`jnl`	Extended Lanczos bidiagonalization algorithm for low rank approximation and its applications. J. Comput. Appl. Math. Xuansheng Wang, François Glineur, Linzhang Lu, Paul Van Dooren
2016	J	`jnl`	Heuristics for exact nonnegative matrix factorization. J. Glob. Optim. Arnaud Vandaele, Nicolas Gillis, François Glineur, Daniel Tuyttens
2016	—	`conf`	On decentralized control of small loads and energy rebound within primary frequency control. PSCC Arnaud Latiers, François Glineur, Emmanuel De Jaeger, Benoit Martin
2015	J	`jnl`	On the Linear Extension Complexity of Regular n-gons. CoRR Arnaud Vandaele, Nicolas Gillis, François Glineur
2014	J	`jnl`	A continuous characterization of the maximum-edge biclique problem. J. Glob. Optim. Nicolas Gillis, François Glineur
2014	J	`jnl`	A convex formulation for informed source separation in the single channel setting. Neurocomputing Augustin Lefèvre, François Glineur, Pierre-Antoine Absil
2014	J	`jnl`	First-order methods of smooth convex optimization with inexact oracle. Math. Program. Olivier Devolder, François Glineur, Yurii E. Nesterov
2014	J	`jnl`	Heuristics for Exact Nonnegative Matrix Factorization. CoRR Arnaud Vandaele, Nicolas Gillis, François Glineur, Daniel Tuyttens
2014	J	`jnl`	Iterative Convex Approximation Based Real-Time Dynamic Spectrum Management in Multi-User Multi-Carrier Communication Systems. IEEE Signal Process. Lett. Paschalis Tsiaflakis, François Glineur, Marc Moonen
2014	J	`jnl`	Real-Time Dynamic Spectrum Management for Multi-User Multi-Carrier Communication Systems. IEEE Trans. Commun. Paschalis Tsiaflakis, François Glineur, Marc Moonen
2014	J	`jnl`	Two algorithms for orthogonal nonnegative matrix factorization with application to clustering. Neurocomputing Filippo Pompili, Nicolas Gillis, Pierre-Antoine Absil, François Glineur
2013	B	`conf`	A nuclear-norm based convex formulation for informed source separation. ESANN Augustin Lefèvre, François Glineur, Pierre-Antoine Absil
2013	B	`conf`	ONP-MF: An Orthogonal Nonnegative Matrix Factorization Algorithm with Application to Clustering. ESANN Filippo Pompili, Nicolas Gillis, François Glineur, Pierre-Antoine Absil
2013	J	`jnl`	Real-time dynamic spectrum management for multi-user multi-carrier communication systems. CoRR Paschalis Tsiaflakis, François Glineur, Marc Moonen
2013	J	`jnl`	Spectrum optimization in multi-user multi-carrier systems with iterative convex and nonconvex approximation methods. CoRR Paschalis Tsiaflakis, François Glineur
2013	J	`jnl`	Weighted Sum Rate Maximization for Downlink OFDMA With Subcarrier-Pair Based Opportunistic DF Relaying. IEEE Trans. Signal Process. Tao Wang, François Glineur, Jérôme Louveaux, Luc Vandendorpe
2013	J	`jnl`	Weighted Sum Rate Maximization for Downlink OFDMA with Subcarrier-pair based Opportunistic DF Relaying CoRR Tao Wang, François Glineur, Jérôme Louveaux, Luc Vandendorpe
2012	J	`jnl`	A multilevel approach for nonnegative matrix factorization. J. Comput. Appl. Math. Nicolas Gillis, François Glineur
2012	—	`conf`	A novel class of iterative approximation methods for DSL spectrum optimization. ICC Paschalis Tsiaflakis, François Glineur
2012	J	`jnl`	A nuclear-norm based convex formulation for informed source separation CoRR Augustin Lefèvre, François Glineur, Pierre-Antoine Absil
2012	J	`jnl`	Accelerated Multiplicative Updates and Hierarchical ALS Algorithms for Nonnegative Matrix Factorization. Neural Comput. Nicolas Gillis, François Glineur
2012	J	`jnl`	Double Smoothing Technique for Large-Scale Linearly Constrained Convex Optimization. SIAM J. Optim. Olivier Devolder, François Glineur, Yurii E. Nesterov
2012	J	`jnl`	Two Algorithms for Orthogonal Nonnegative Matrix Factorization with Application to Clustering CoRR Filippo Pompili, Nicolas Gillis, Pierre-Antoine Absil, François Glineur
2011	J	`jnl`	Accelerated Multiplicative Updates and Hierarchical ALS Algorithms for Nonnegative Matrix Factorization CoRR Nicolas Gillis, François Glineur
2011	J	`jnl`	Low-Rank Matrix Approximation with Weights or Missing Data Is NP-Hard. SIAM J. Matrix Anal. Appl. Nicolas Gillis, François Glineur
2010	J	`jnl`	A Multilevel Approach For Nonnegative Matrix Factorization CoRR Nicolas Gillis, François Glineur
2010	J	`jnl`	ACUTA: A novel method for eliciting additive value functions on the basis of holistic preference statements. Eur. J. Oper. Res. Géraldine Bous, Philippe Fortemps, François Glineur, Marc Pirlot
2010	J	`jnl`	Using underapproximations for sparse nonnegative matrix factorization. Pattern Recognit. Nicolas Gillis, François Glineur
2009	C	`conf`	Document Classification using Nonnegative Matrix Factorization and Underapproximation. ISCAS Michael W. Berry, Nicolas Gillis, François Glineur
2008	J	`jnl`	An interior-point method for the single-facility location problem with mixed norms using a conic formulation. Math. Methods Oper. Res. Robert Chares, François Glineur
2002	J	`jnl`	Improving complexity of structured convex optimization problems using self-concordant barriers. Eur. J. Oper. Res. François Glineur
2001	J	`jnl`	Proving Strong Duality for Geometric Optimization Using a Conic Formulation. Ann. Oper. Res. François Glineur