François Glineur - Google Scholar

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	All	Since 2015
Citations	2268	1689
h-index	24	20
i10-index	35	30

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Co-authors

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
Etienne de KlerkProfessor, Tilburg UniversityVerified email at uvt.nl
Christophe CraeyeUniversite catholique de LouvainVerified email at uclouvain.be
Eloy de Lera AcedoPrincipal Investigator (Principal Research Associate), Cavendish Laboratory, University of CambridgeVerified email at mrao.cam.ac.uk
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 LatiersPhD Candidate, Université Catholique de LouvainVerified 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
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
hamid BEN AHMEDAssistant Professor, Head of Energy Systems for Transport and the Environment group, SATIE Lab. ENSVerified email at ens-rennes.fr
Luc VandendorpeProf. of communications and signal processing, Université catholique de Louvain, ICTEAM, EPL, LLNVerified email at uclouvain.be

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


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
First-order methods of smooth convex optimization with inexact oracle O Devolder, F Glineur, Y Nesterov Mathematical Programming 146 (1-2), 37-75, 2014	352	2014
Accelerated multiplicative updates and hierarchical ALS algorithms for nonnegative matrix factorization N Gillis, F Glineur Neural computation 24 (4), 1085-1105, 2012	186	2012
Linear convergence of first order methods for non-strongly convex optimization I Necoara, Y Nesterov, F Glineur Mathematical Programming 175 (1-2), 69-107, 2019	167	2019
Using underapproximations for sparse nonnegative matrix factorization N Gillis, F Glineur Pattern recognition 43 (4), 1676-1687, 2010	117*	2010
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	115	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	106	2014
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	84	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	80*	2017
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	79	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	69	2012
First-order methods with inexact oracle: the strongly convex case O Devolder, F Glineur, Y Nesterov CORE Discussion Papers 2013016, 47, 2013	51	2013
Nonnegative factorization and the maximum edge biclique problem N Gillis, F Glineur Arxiv preprint arXiv:0810.4225, 2008	50	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	46	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
Conic Formulation for l p-Norm Optimization F Glineur, T Terlaky Journal of optimization theory and applications 122 (2), 285-307, 2004	41	2004
Computational experiments with a linear approximation of second-order cone optimization F Glineur	41	2000
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
Heuristics for exact nonnegative matrix factorization A Vandaele, N Gillis, F Glineur, D Tuyttens Journal of Global Optimization 65 (2), 369-400, 2016	36	2016
Pattern separation via ellipsoids and conic programming F Glineur Mémoire de DEA, Faculté Polytechnique de Mons, Mons, Belgium, 1998	34	1998

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