P.-A. Absil

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Rodolphe SepulchreProfessor of Engineering, KU Leuven and University of CambridgeEmail verificata su kuleuven.be
Robert MahonyAustralian National UniversityEmail verificata su anu.edu.au
Nicolas BoumalEcole Polytechnique Fédérale de Lausanne (EPFL)Email verificata su epfl.ch
Paul Van DoorenProfessor of Mathematical Engineering, Université catholique de LouvainEmail verificata su uclouvain.be
Wen HuangXiamen UniversityEmail verificata su xmu.edu.cn
Christopher G BakerPrincipal Engineer, AWSEmail verificata su cgbaker.net
Mariya IshtevaKU LeuvenEmail verificata su kuleuven.be
Lieven De LathauwerKULeuvenEmail verificata su kuleuven.be
Sabine Van HuffelKU LeuvenEmail verificata su esat.kuleuven.be
Estelle MassartUCLouvain, BelgiumEmail verificata su uclouvain.be
Pierre-Yves GousenbourgerUniversité catholique de LouvainEmail verificata su uclouvain.be
Nicolas GillisUniversity of MonsEmail verificata su umons.ac.be
Andrew TeschendorffCAS Key Lab of Computational Biology, Shanghai Institute of Nutrition and Health, ShanghaiEmail verificata su sinh.ac.cn
Olivier AbsilFNRS Senior Research Associate, University of LiègeEmail verificata su uliege.be
Bin GaoICMSEC/LSEC, Academy of Mathematics and Systems Science, Chinese Academy of SciencesEmail verificata su lsec.cc.ac.cn
François GlineurProfessor, Université catholique de Louvain (UCLouvain) - ICTEAM / INMA & CORE - EPLEmail verificata su uclouvain.be
Anuj SrivastavaProfessor of Statistics, Florida State UniversityEmail verificata su stat.fsu.edu
Simon VaryDepartment of Statistics, University of OxfordEmail verificata su stats.ox.ac.uk
Guillaume OlikierStarting Research Position, Inria Centre at Université Côte d'AzurEmail verificata su inria.fr
Francis BachInria - Ecole Normale SupérieureEmail verificata su inria.fr

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P.-A. Absil

ICTEAM, EPL, UCLouvain

Email verificata su uclouvain.be - Home page

Optimization Numerical Analysis


Titolo Ordina per citazioni Ordina per anno Ordina per titolo	Citata da Citata da	Anno
Optimization algorithms on matrix manifolds PA Absil, R Mahony, R Sepulchre Princeton University Press, 2008	4563	2008
Manopt, a Matlab toolbox for optimization on manifolds N Boumal, B Mishra, PA Absil, R Sepulchre The Journal of Machine Learning Research 15 (1), 1455-1459, 2014	1205	2014
Trust-region methods on Riemannian manifolds PA Absil, CG Baker, KA Gallivan Foundations of Computational Mathematics 7 (3), 303-330, 2007	554	2007
Riemannian geometry of Grassmann manifolds with a view on algorithmic computation PA Absil, R Mahony, R Sepulchre Acta Applicandae Mathematicae 80 (2), 199-220, 2004	485	2004
Convergence of the iterates of descent methods for analytic cost functions PA Absil, R Mahony, B Andrews SIAM Journal on Optimization 16 (2), 531-547, 2005	399	2005
Projection-like retractions on matrix manifolds PA Absil, J Malick SIAM Journal on Optimization 22 (1), 135-158, 2012	390	2012
Global rates of convergence for nonconvex optimization on manifolds N Boumal, PA Absil, C Cartis IMA Journal of Numerical Analysis 39 (1), 1-33, 2018	360	2018
Low-rank optimization on the cone of positive semidefinite matrices M Journée, F Bach, PA Absil, R Sepulchre SIAM Journal on Optimization 20 (5), 2327-2351, 2010	330*	2010
RTRMC: A Riemannian trust-region method for low-rank matrix completion N Boumal, PA Absil Advances in Neural Information Processing Systems 24, 406-414, 2011	247	2011
H2-optimal model reduction of MIMO systems P Van Dooren, KA Gallivan, PA Absil Applied Mathematics Letters 21 (12), 1267-1273, 2008	222	2008
A Broyden class of quasi-Newton methods for Riemannian optimization W Huang, KA Gallivan, PA Absil SIAM Journal on Optimization 25 (3), 1660-1685, 2015	220	2015
VIP: Vortex Image Processing Package for High-contrast Direct Imaging CAG Gonzalez, O Wertz, O Absil, V Christiaens, D Defrére, D Mawet, ... Astrophysical Journal, 2016	205	2016
Two algorithms for orthogonal nonnegative matrix factorization with application to clustering F Pompili, N Gillis, PA Absil, F Glineur Neurocomputing 141, 15-25, 2014	203	2014
On the stable equilibrium points of gradient systems PA Absil, K Kurdyka Systems & control letters 55 (7), 573-577, 2006	182	2006
Elucidating the altered transcriptional programs in breast cancer using independent component analysis AE Teschendorff, M Journée, PA Absil, R Sepulchre, C Caldas PLoS Computational Biology 3 (8), e161, 2007	161	2007
Low-rank matrix completion via trust-regions on the Grassmann manifold N Boumal, PA Absil Tech. rep., UCL-INMA-2012.07, 2012	153*	2012
Best low multilinear rank approximation of higher-order tensors, based on the Riemannian trust-region scheme M Ishteva, PA Absil, S Van Huffel, L De Lathauwer SIAM Journal on Matrix Analysis and Applications 32 (1), 115-135, 2011	151	2011
Low-rank matrix completion via preconditioned optimization on the Grassmann manifold N Boumal, PA Absil Linear Algebra and its Applications 475, 200-239, 2015	149	2015
An extrinsic look at the Riemannian Hessian PA Absil, R Mahony, J Trumpf International Conference on Geometric Science of Information, 361-368, 2013	141	2013
A Grassmann manifold handbook: Basic geometry and computational aspects T Bendokat, R Zimmermann, PA Absil Advances in Computational Mathematics 50 (1), 6, 2024	125	2024

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