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François Glineur
François Glineur
Professor, Université catholique de Louvain (UCLouvain) - ICTEAM & CORE - EPL
Geverifieerd e-mailadres voor uclouvain.be - Homepage
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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
5842014
Linear convergence of first order methods for non-strongly convex optimization
I Necoara, Y Nesterov, F Glineur
Mathematical Programming 175, 69-107, 2019
3372019
Accelerated multiplicative updates and hierarchical ALS algorithms for nonnegative matrix factorization
N Gillis, F Glineur
Neural computation 24 (4), 1085-1105, 2012
2642012
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
2032017
Two algorithms for orthogonal nonnegative matrix factorization with application to clustering
F Pompili, N Gillis, PA Absil, F Glineur
Neurocomputing 141, 15-25, 2014
1742014
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
1692011
Using underapproximations for sparse nonnegative matrix factorization
N Gillis, F Glineur
Pattern recognition 43 (4), 1676-1687, 2010
145*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
1292017
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
1062010
On the geometric interpretation of the nonnegative rank
N Gillis, F Glineur
Linear Algebra and its Applications 437 (11), 2685-2712, 2012
932012
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
93*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
822017
First-order methods with inexact oracle: the strongly convex case
O Devolder, F Glineur, Y Nesterov
CORE Discussion Papers 2013016, 47, 2013
812013
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
762018
Nonnegative factorization and the maximum edge biclique problem
N Gillis, F Glineur
Arxiv preprint arXiv:0810.4225, 2008
732008
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
642017
Computational experiments with a linear approximation of second-order cone optimization
F Glineur
532000
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
502019
Heuristics for exact nonnegative matrix factorization
A Vandaele, N Gillis, F Glineur, D Tuyttens
Journal of Global Optimization 65, 369-400, 2016
502016
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Artikelen 1–20