François Glineur

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Nicolas GillisAssociate Professor, University 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
Ion NecoaraUniversity Politehnica BucharestVerified email at acse.pub.ro
Adrien TaylorInria - ENS ParisVerified email at inria.fr
Julien Hendrickxprofessor of mathematical engineering, ICTEAM, EPL, Université catholique de LouvainVerified email at uclouvain.be
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
Christophe CraeyeUniversite catholique de LouvainVerified email at uclouvain.be
Eloy de Lera AcedoSTFC Ernest Rutherford Fellow. Principal Investigator, Cavendish LaboratoryVerified email at mrao.cam.ac.uk
Etienne de KlerkProfessor, Tilburg UniversityVerified email at uvt.nl
Paschalis TsiaflakisNokia Bell LabsVerified email at nokia-bell-labs.com
Bruno DehezUniversité catholique de Louvain, Institute of Mechanics, Materials and civil EngineeringVerified email at uclouvain.be
Arnaud LatiersBD at Memoco. PhD, UCLouvain.Verified email at memoco.eu
Tamas TerlakyEndowed Chair Professor Industrial and Systems Engineering, Lehigh UniversityVerified email at lehigh.edu
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
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
Moritz DiehlProfessor of Systems, Control and Optimization at the University of FreiburgVerified email at imtek.uni-freiburg.de

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 (1), 37-75, 2014	404	2014
Accelerated multiplicative updates and hierarchical ALS algorithms for nonnegative matrix factorization N Gillis, F Glineur Neural computation 24 (4), 1085-1105, 2012	203	2012
Linear convergence of first order methods for non-strongly convex optimization I Necoara, Y Nesterov, F Glineur Mathematical Programming 175 (1), 69-107, 2019	198	2019
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	124	2011
Two algorithms for orthogonal nonnegative matrix factorization with application to clustering F Pompili, N Gillis, PA Absil, F Glineur Neurocomputing 141, 15-25, 2014	122	2014
Using underapproximations for sparse nonnegative matrix factorization N Gillis, F Glineur Pattern recognition 43 (4), 1676-1687, 2010	119*	2010
Smooth strongly convex interpolation and exact worst-case performance of first-order methods AB Taylor, JM Hendrickx, F Glineur Mathematical Programming 161 (1-2), 307-345, 2017	93	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	89	2010
Random block coordinate descent methods for linearly constrained optimization over networks I Necoara, Y Nesterov, F Glineur Journal of Optimization Theory and Applications 173 (1), 227-254, 2017	84*	2017
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	75*	2012
On the geometric interpretation of the nonnegative rank N Gillis, F Glineur Linear Algebra and its Applications 437 (11), 2685-2712, 2012	72	2012
First-order methods with inexact oracle: the strongly convex case O Devolder, F Glineur, Y Nesterov CORE Discussion Papers 2013016, 47, 2013	63	2013
Nonnegative factorization and the maximum edge biclique problem N Gillis, F Glineur Arxiv preprint arXiv:0810.4225, 2008	56	2008
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	55	2017
Weighted Sum Rate Maximization for Downlink OFDMA With Subcarrier-Pair Based Opportunistic DF Relaying T Wang, F Glineur, J Louveaux, L Vandendorpe Signal Processing, IEEE Transactions on 61 (10), 2512-2524, 2013	44	2013
Computational experiments with a linear approximation of second-order cone optimization F Glineur	43	2000
Conic Formulation for l p-Norm Optimization F Glineur, T Terlaky Journal of optimization theory and applications 122 (2), 285-307, 2004	42*	2004
Heuristics for exact nonnegative matrix factorization A Vandaele, N Gillis, F Glineur, D Tuyttens Journal of Global Optimization 65 (2), 369-400, 2016	39	2016
Complexity of first-order inexact Lagrangian and penalty methods for conic convex programming I Necoara, A Patrascu, F Glineur Optimization Methods and Software 34 (2), 305-335, 2019	37	2019
Topics in convex optimization: interior-point methods, conic duality and approximations F Glineur Ph. D. thesis, Faculté Polytechnique de Mons, Mons, Belgium, 2001	37	2001

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