François Glineur

发表

Exact Worst-Case Performance of First-Order Methods for Composite Convex Optimization

Adrien B. Taylor, Julien M. Hendrickx, François Glineur, 2015, SIAM J. Optim..

Low-Rank Matrix Approximation with Weights or Missing Data Is NP-Hard

Nicolas Gillis, François Glineur, Nicolas Gillis, 2010, SIAM J. Matrix Anal. Appl..

ONP-MF: An Orthogonal Nonnegative Matrix Factorization Algorithm with Application to Clustering

Nicolas Gillis, Pierre-Antoine Absil, François Glineur, 2013, ESANN.

Variable reduction for interior-point methods using partial minimization

François Glineur, Robert Chares, 2009 .

ACUTA: A novel method for eliciting additive value functions on the basis of holistic preference statements

Philippe Fortemps, Marc Pirlot, François Glineur, 2010, Eur. J. Oper. Res..

Book of Abstracts of the 14th Belgian-French-German Conference on Optimization

Moritz Diehl, François Glineur, J. De Schutter, 2009 .

An interior-point method for the single-facility location problem with mixed norms using a conic formulation

François Glineur, Robert Chares, F. Glineur, 2008, Math. Methods Oper. Res..

A comparison of convex formulations for the joint planning of microgrids

François Glineur, Emmanuel De Jaeger, Benoit Martin, 2017 .

Interior-point methods for linear programming: a guided tour

François Glineur, 1998 .

First-order methods of smooth convex optimization with inexact oracle

Yurii Nesterov, François Glineur, Olivier Devolder, 2013, Mathematical Programming.

An extended conic formulation for geometric optimization

François Glineur, François Glineur, 2000 .

A continuous characterization of the maximum-edge biclique problem

Nicolas Gillis, François Glineur, 2014, J. Glob. Optim..

On decentralized control of small loads and energy rebound within primary frequency control

François Glineur, Emmanuel De Jaeger, Arnaud Latiers, 2016, 2016 Power Systems Computation Conference (PSCC).

A nuclear-norm based convex formulation for informed source separation pdf

Pierre-Antoine Absil, François Glineur, Augustin Lefèvre, 2013, ESANN.

Topics in Convex Optimization: Interior-Point Methods, Conic Duality and Approximations

François Glineur, T. Terlaky, F. Glineur, 2001 .

Les méthodes de point intérieur

François Glineur, 2003 .

A multilevel approach for nonnegative matrix factorization pdf

Nicolas Gillis, François Glineur, Nicolas Gillis, 2010, J. Comput. Appl. Math..

Weighted Sum Rate Maximization for Downlink OFDMA With Subcarrier-Pair Based Opportunistic DF Relaying

Luc Vandendorpe, Tao Wang, Jérôme Louveaux, 2013, IEEE Transactions on Signal Processing.

On the Linear Extension Complexity of Regular n-gons pdf

Nicolas Gillis, François Glineur, Arnaud Vandaele, 2015, ArXiv.

Algorithms for positive semidefinite factorization

Nicolas Gillis, François Glineur, Arnaud Vandaele, 2017, Comput. Optim. Appl..

Extended Lanczos bidiagonalization algorithm for low rank approximation and its applications

Paul Van Dooren, Xuansheng Wang, François Glineur, 2016, J. Comput. Appl. Math..

Smooth strongly convex interpolation and exact worst-case performance of first-order methods

Adrien B. Taylor, Julien M. Hendrickx, François Glineur, 2015, Mathematical Programming.

A novel class of iterative approximation methods for DSL spectrum optimization

Paschalis Tsiaflakis, François Glineur, 2012, 2012 IEEE International Conference on Communications (ICC).

Linear convergence of first order methods for non-strongly convex optimization

Yurii Nesterov, Ion Necoara, François Glineur, 2015, Math. Program..

Two algorithms for orthogonal nonnegative matrix factorization with application to clustering

Nicolas Gillis, Pierre-Antoine Absil, François Glineur, 2012, Neurocomputing.

Real-Time Dynamic Spectrum Management for Multi-User Multi-Carrier Communication Systems} \newcommandargmaxoperatornamewithlimits{argmax

Paschalis Tsiaflakis, Marc Moonen, François Glineur, 2014, IEEE Transactions on Communications.

Nonnegative matrix factorization with polynomial signals via hierarchical alternating least squares

François Glineur, Cécile Hautecoeur, 2019, ESANN.

Document classification using nonnegative matrix factorization and underapproximation

Nicolas Gillis, Michael W. Berry, François Glineur, 2009, 2009 IEEE International Symposium on Circuits and Systems.

Complexity of first-order inexact Lagrangian and penalty methods for conic convex programming

Ion Necoara, François Glineur, Andrei Patrascu, 2015, Optim. Methods Softw..

Double Smoothing Technique for Large-Scale Linearly Constrained Convex Optimization

Yurii Nesterov, François Glineur, Olivier Devolder, 2012, SIAM J. Optim..

On the worst-case complexity of the gradient method with exact line search for smooth strongly convex functions

Etienne de Klerk, Adrien B. Taylor, François Glineur, 2016, Optimization Letters.

First-order methods for low-rank matrix factorization applied to informed source separation

François Glineur, Augustin Lefèvre, 2013 .

Proving Strong Duality for Geometric Optimization Using a Conic Formulation

François Glineur, François Glineur, 2001, Ann. Oper. Res..

Recent Advances in Optimization and its Applications in Engineering

Wim Michiels, Moritz Diehl, François Glineur, 2010 .

Spectrum optimization in multi-user multi-carrier systems with iterative convex and nonconvex approximation methods pdf

Paschalis Tsiaflakis, François Glineur, 2013, ArXiv.

A dynamic programming approach to multi-period planning of isolated microgrids

François Glineur, Emmanuel De Jaeger, Arnaud Latiers, 2016 .

Performance estimation toolbox (PESTO): Automated worst-case analysis of first-order optimization methods

Adrien B. Taylor, Julien M. Hendrickx, François Glineur, 2017, 2017 IEEE 56th Annual Conference on Decision and Control (CDC).

Random Block Coordinate Descent Methods for Linearly Constrained Optimization over Networks

Yurii Nesterov, Ion Necoara, François Glineur, 2015, J. Optim. Theory Appl..

Heuristics for exact nonnegative matrix factorization

Nicolas Gillis, Daniel Tuyttens, François Glineur, 2014, J. Glob. Optim..

Extended Lanczos Bidiagonalization for Dimension Reduction in Information Retrieval

Paul Van Dooren, Xuansheng Wang, François Glineur, 2012, ICNC 2012.

Toward semi-autonomous decentralized primary control from demand response

François Glineur, Emmanuel De Jaeger, Arnaud Latiers, 2014 .

Image completion via nonnegative matrix factorization using B-splines

François Glineur, Cécile Hautecoeur, 2020, ESANN.

Iterative Convex Approximation Based Real-Time Dynamic Spectrum Management in Multi-User Multi-Carrier Communication Systems

Paschalis Tsiaflakis, Marc Moonen, François Glineur, 2014, IEEE Signal Processing Letters.

Exact Worst-Case Convergence Rates of the Proximal Gradient Method for Composite Convex Minimization

Adrien B. Taylor, Julien M. Hendrickx, François Glineur, 2017, Journal of Optimization Theory and Applications.

A convex formulation for informed source separation in the single channel setting

Pierre-Antoine Absil, François Glineur, Augustin Lefèvre, 2014, Neurocomputing.

Using underapproximations for sparse nonnegative matrix factorization

Nicolas Gillis, François Glineur, Nicolas Gillis, 2009, Pattern Recognit..

Feasible solutions to a non-linear state-dependent delay control problem

François Glineur, Emmanuel De Jaeger, Arnaud Latiers, 2014 .

Improving complexity of structured convex optimization problems using self-concordant barriers

François Glineur, 2002, Eur. J. Oper. Res..

Accelerated Multiplicative Updates and Hierarchical ALS Algorithms for Nonnegative Matrix Factorization

Nicolas Gillis, François Glineur, Nicolas Gillis, 2011, Neural Computation.

Real-time dynamic spectrum management for multi-user multi-carrier communication systems pdf

Paschalis Tsiaflakis, Marc Moonen, François Glineur, 2013, ArXiv.

Unsupervised Minimum Redundancy Maximum Relevance Feature Selection for Predictive Maintenance

François Glineur, Valentin Hamaide, F. Glineur, 2021, International Journal of Prognostics and Health Management.

A geometric lower bound on the extension complexity of polytopes based on the f-vector

Nicolas Gillis, François Glineur, Julien Dewez, 2020, Discret. Appl. Math..

Hierarchical alternating nonlinear least squares for nonnegative matrix factorization using rational functions

Lieven De Lathauwer, François Glineur, Cécile Hautecoeur, 2021, 2021 29th European Signal Processing Conference (EUSIPCO).

Transfer learning in Bayesian optimization for the calibration of a beam line in proton therapy

François Glineur, Valentin Hamaide, 2021, ESANN 2021 proceedings.

Complexity certifications of first order inexact Lagrangian and penalty methods for conic convex programming

Ion Necoara, François Glineur, Andrei Patrascu, 2015 .

Conic optimization: an elegant framework for convex optimization

François Glineur, F. Glineur, 2001 .

Quadratic approximation of some convex optimization problems using the arithmetic-geometric mean iteration

François Glineur, 2009 .