François Glineur

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Nicolas GillisUniversity of MonsVerified email at umons.ac.be
Yurii NesterovProfessor of Université catholique de Louvain (UCL), CORE(IMMAQ) and INMA(ICTEAM, EPL)Verified email at uclouvain.be
Olivier DevolderPhD Student, Université catholique de LouvainVerified email at uclouvain.be
Julien Hendrickxprofessor of mathematical engineering, ICTEAM, EPL, Université catholique de LouvainVerified email at uclouvain.be
Ion NecoaraProfessor in optimization, University Politehnica BucharestVerified email at upb.ro
Adrien TaylorInria - ENS ParisVerified email at inria.fr
P.-A. AbsilICTEAM, EPL, UCLouvainVerified email at uclouvain.be
Arnaud VandaeleMathematics and Operational Research, Faculté Polytechnique, Université de Mons, BelgiumVerified email at umons.ac.be
Cécile HautecoeurPhD student, ICTEAM INMAVerified email at uclouvain.be
Christophe CraeyeUniversite catholique de LouvainVerified email at uclouvain.be
Etienne de KlerkProfessor, Tilburg UniversityVerified email at uvt.nl
Eloy de Lera AcedoAssociate Professor, STFC Ernest Rutherford Fellow, Group Leader, Cavendish LaboratoryVerified email at mrao.cam.ac.uk
Valentin HamaideResearch Scientist, IBAVerified email at iba-group.com
Arnaud LatiersBD at Memoco. PhD, UCLouvain.Verified email at memoco.eu
Bruno DehezUniversité catholique de Louvain, Institute of Mechanics, Materials and civil EngineeringVerified email at uclouvain.be
Philippe FortempsFull Professor (Mathematics and Operations Research), Université de Mons (UMONS), BelgiumVerified email at umons.ac.be
Pirlot MarcProfessor of Mathematics and Operational Research, University of Mons, BelgiumVerified email at umons.ac.be
Moritz DiehlProfessor of Systems, Control and Optimization at the University of FreiburgVerified email at imtek.uni-freiburg.de
David González-OvejeroCNRS - Centre national de la recherche scientifiqueVerified email at univ-rennes1.fr
Nima Razavi-GhodsPrinciple Research Associate, University of CambridgeVerified email at mrao.cam.ac.uk

François Glineur

Professor, Université catholique de Louvain (UCLouvain) - ICTEAM & CORE - EPL

Verified email at uclouvain.be - Homepage

Optimization Nonnegative Matrix Factorization Convex optimization Optimization methods


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First-order methods of smooth convex optimization with inexact oracle O Devolder, F Glineur, Y Nesterov Mathematical Programming 146, 37-75, 2014	570	2014
Linear convergence of first order methods for non-strongly convex optimization I Necoara, Y Nesterov, F Glineur Mathematical Programming 175, 69-107, 2019	325	2019
Accelerated multiplicative updates and hierarchical ALS algorithms for nonnegative matrix factorization N Gillis, F Glineur Neural computation 24 (4), 1085-1105, 2012	259	2012
Smooth strongly convex interpolation and exact worst-case performance of first-order methods AB Taylor, JM Hendrickx, F Glineur Mathematical Programming 161, 307-345, 2017	192	2017
Two algorithms for orthogonal nonnegative matrix factorization with application to clustering F Pompili, N Gillis, PA Absil, F Glineur Neurocomputing 141, 15-25, 2014	168	2014
Low-rank matrix approximation with weights or missing data is NP-hard N Gillis, F Glineur SIAM Journal on Matrix Analysis and Applications 32 (4), 1149-1165, 2011	164	2011
Using underapproximations for sparse nonnegative matrix factorization N Gillis, F Glineur Pattern recognition 43 (4), 1676-1687, 2010	144*	2010
Exact worst-case performance of first-order methods for composite convex optimization AB Taylor, JM Hendrickx, F Glineur SIAM Journal on Optimization 27 (3), 1283-1313, 2017	124	2017
Random block coordinate descent methods for linearly constrained optimization over networks I Necoara, Y Nesterov, F Glineur Journal of Optimization Theory and Applications 173, 227-254, 2017	117*	2017
ACUTA: A novel method for eliciting additive value functions on the basis of holistic preference statements G Bous, P Fortemps, F Glineur, M Pirlot European Journal of Operational Research 206 (2), 435-444, 2010	106	2010
Double smoothing technique for large-scale linearly constrained convex optimization O Devolder, F Glineur, Y Nesterov SIAM Journal on Optimization 22 (2), 702-727, 2012	92*	2012
On the geometric interpretation of the nonnegative rank N Gillis, F Glineur Linear Algebra and its Applications 437 (11), 2685-2712, 2012	91	2012
On the worst-case complexity of the gradient method with exact line search for smooth strongly convex functions E De Klerk, F Glineur, AB Taylor Optimization Letters 11, 1185-1199, 2017	77	2017
First-order methods with inexact oracle: the strongly convex case O Devolder, F Glineur, Y Nesterov CORE Discussion Papers 2013016, 47, 2013	77	2013
Exact worst-case convergence rates of the proximal gradient method for composite convex minimization AB Taylor, JM Hendrickx, F Glineur Journal of Optimization Theory and Applications 178, 455-476, 2018	74	2018
Nonnegative factorization and the maximum edge biclique problem N Gillis, F Glineur Arxiv preprint arXiv:0810.4225, 2008	71	2008
Performance estimation toolbox (PESTO): Automated worst-case analysis of first-order optimization methods AB Taylor, JM Hendrickx, F Glineur 2017 IEEE 56th Annual Conference on Decision and Control (CDC), 1278-1283, 2017	63	2017
Computational experiments with a linear approximation of second-order cone optimization F Glineur	52	2000
Conic Formulation for l p-Norm Optimization F Glineur, T Terlaky Journal of optimization theory and applications 122 (2), 285-307, 2004	50	2004
Heuristics for exact nonnegative matrix factorization A Vandaele, N Gillis, F Glineur, D Tuyttens Journal of Global Optimization 65, 369-400, 2016	49	2016

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