Suivre
François Glineur
François Glineur
Professor, Université catholique de Louvain (UCLouvain) - ICTEAM & CORE - EPL
Adresse e-mail validée de uclouvain.be - Page d'accueil
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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
5022014
Linear convergence of first order methods for non-strongly convex optimization
I Necoara, Y Nesterov, F Glineur
Mathematical Programming 175 (1), 69-107, 2019
2802019
Accelerated multiplicative updates and hierarchical ALS algorithms for nonnegative matrix factorization
N Gillis, F Glineur
Neural computation 24 (4), 1085-1105, 2012
2312012
Two algorithms for orthogonal nonnegative matrix factorization with application to clustering
F Pompili, N Gillis, PA Absil, F Glineur
Neurocomputing 141, 15-25, 2014
1482014
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
1472011
Smooth strongly convex interpolation and exact worst-case performance of first-order methods
AB Taylor, JM Hendrickx, F Glineur
Mathematical Programming 161 (1), 307-345, 2017
1412017
Using underapproximations for sparse nonnegative matrix factorization
N Gillis, F Glineur
Pattern recognition 43 (4), 1676-1687, 2010
135*2010
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
1022010
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
93*2017
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
872017
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
85*2012
On the geometric interpretation of the nonnegative rank
N Gillis, F Glineur
Linear Algebra and its Applications 437 (11), 2685-2712, 2012
812012
First-order methods with inexact oracle: the strongly convex case
O Devolder, F Glineur, Y Nesterov
CORE Discussion Papers 2013016, 47, 2013
682013
Nonnegative factorization and the maximum edge biclique problem
N Gillis, F Glineur
Arxiv preprint arXiv:0810.4225, 2008
652008
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 (7), 1185-1199, 2017
572017
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 (2), 455-476, 2018
562018
Computational experiments with a linear approximation of second-order cone optimization
F Glineur
482000
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
472013
Heuristics for exact nonnegative matrix factorization
A Vandaele, N Gillis, F Glineur, D Tuyttens
Journal of Global Optimization 65 (2), 369-400, 2016
462016
Conic Formulation for l p-Norm Optimization
F Glineur, T Terlaky
Journal of optimization theory and applications 122 (2), 285-307, 2004
45*2004
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