P.-A. Absil

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Rodolphe SepulchreProfessor of Engineering, KU Leuven and University of CambridgeE-mail confirmado em kuleuven.be
Robert MahonyAustralian National UniversityE-mail confirmado em anu.edu.au
Nicolas BoumalEcole Polytechnique Fédérale de Lausanne (EPFL)E-mail confirmado em epfl.ch
Paul Van DoorenProfessor of Mathematical Engineering, Université catholique de LouvainE-mail confirmado em uclouvain.be
Wen HuangXiamen UniversityE-mail confirmado em xmu.edu.cn
Christopher G BakerPrincipal Engineer, AWSE-mail confirmado em cgbaker.net
Mariya IshtevaKU LeuvenE-mail confirmado em kuleuven.be
Lieven De LathauwerKULeuvenE-mail confirmado em kuleuven.be
Sabine Van HuffelKU LeuvenE-mail confirmado em esat.kuleuven.be
Estelle MassartUCLouvain, BelgiumE-mail confirmado em uclouvain.be
Pierre-Yves GousenbourgerUniversité catholique de LouvainE-mail confirmado em uclouvain.be
Nicolas GillisUniversity of MonsE-mail confirmado em umons.ac.be
Andrew TeschendorffCAS Key Lab of Computational Biology, Shanghai Institute of Nutrition and Health, ShanghaiE-mail confirmado em sinh.ac.cn
Olivier AbsilFNRS Senior Research Associate, University of LiègeE-mail confirmado em uliege.be
Bin GaoICMSEC/LSEC, Academy of Mathematics and Systems Science, Chinese Academy of SciencesE-mail confirmado em lsec.cc.ac.cn
François GlineurProfessor, Université catholique de Louvain (UCLouvain) - ICTEAM / INMA & CORE - EPLE-mail confirmado em uclouvain.be
Anuj SrivastavaProfessor of Statistics, Florida State UniversityE-mail confirmado em stat.fsu.edu
Simon VaryDepartment of Statistics, University of OxfordE-mail confirmado em stats.ox.ac.uk
Francis BachInria - Ecole Normale SupérieureE-mail confirmado em inria.fr
Nguyen Thanh SonThai Nguyen University of SciencesE-mail confirmado em tnus.edu.vn

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P.-A. Absil

ICTEAM, EPL, UCLouvain

E-mail confirmado em uclouvain.be - Página inicial

Optimization Numerical Analysis


Título Ordenar por citações Ordenar por ano Ordenar por título	Citado por Citado por	Ano
Optimization algorithms on matrix manifolds PA Absil, R Mahony, R Sepulchre Princeton University Press, 2008	4622	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	1220	2014
Trust-region methods on Riemannian manifolds PA Absil, CG Baker, KA Gallivan Foundations of Computational Mathematics 7 (3), 303-330, 2007	563	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	492	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	404	2005
Projection-like retractions on matrix manifolds PA Absil, J Malick SIAM Journal on Optimization 22 (1), 135-158, 2012	395	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	364	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	333	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	249	2011
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	224	2015
H2-optimal model reduction of MIMO systems P Van Dooren, KA Gallivan, PA Absil Applied Mathematics Letters 21 (12), 1267-1273, 2008	224	2008
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	209	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	196	2014
On the stable equilibrium points of gradient systems PA Absil, K Kurdyka Systems & control letters 55 (7), 573-577, 2006	181	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	162	2007
Low-rank matrix completion via trust-regions on the Grassmann manifold N Boumal, PA Absil Tech. rep., UCL-INMA-2012.07, 2012	156*	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	156	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	152	2015
An extrinsic look at the Riemannian Hessian PA Absil, R Mahony, J Trumpf International Conference on Geometric Science of Information, 361-368, 2013	144	2013
A Grassmann manifold handbook: Basic geometry and computational aspects T Bendokat, R Zimmermann, PA Absil Advances in Computational Mathematics 50 (1), 6, 2024	131	2024

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