P.-A. Absil

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Rodolphe SepulchreProfessor of Engineering, University of CambridgeVerified email at eng.cam.ac.uk
Robert MahonyAustralian National UniversityVerified email at anu.edu.au
Paul Van DoorenProfessor of Mathematical Engineering, Université catholique de LouvainVerified email at uclouvain.be
Nicolas BoumalEcole Polytechnique Fédérale de Lausanne (EPFL)Verified email at epfl.ch
Mariya IshtevaKU LeuvenVerified email at kuleuven.be
Lieven De LathauwerKULeuvenVerified email at kuleuven.be
Wen HuangXiamen UniversityVerified email at xmu.edu.cn
Sabine Van HuffelKU LeuvenVerified email at esat.kuleuven.be
Christopher G BakerEngineer, HashiCorpVerified email at cgbaker.net
Pierre-Yves GousenbourgerUniversité catholique de LouvainVerified email at uclouvain.be
Estelle MassartPostdoctoral researcher, University of Oxford and National Physical LaboratoryVerified email at maths.ox.ac.uk
Andrew TeschendorffCAS-MPG Computational Biology Institute, Shanghai & University College LondonVerified email at picb.ac.cn
Marc Van DroogenbroeckUniversity of Liège (ULiège - ULg), BelgiumVerified email at uliege.be
Anuj SrivastavaProfessor of Statistics, Florida State UniversityVerified email at stat.fsu.edu
Olivier AbsilFNRS Research Associate, University of LiègeVerified email at uliege.be
Dimitri MawetCaltechVerified email at astro.caltech.edu
François GlineurProfessor, Université catholique de Louvain (UCLouvain) - ICTEAM & CORE - EPLVerified email at uclouvain.be
Jean SurdejLiège UniversityVerified email at uliege.be
Francis BachInria - Ecole Normale SupérieureVerified email at inria.fr
Easter Selvan SuviseshamuthuKessler Foundation, West Orange, NJ, USAVerified email at kesslerfoundation.org

P.-A. Absil

ICTEAM, EPL, UCLouvain

Verified email at uclouvain.be - Homepage

Optimization Numerical Analysis


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Optimization algorithms on matrix manifolds PA Absil, R Mahony, R Sepulchre Princeton University Press, 2008	2633	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	657	2014
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	371	2004
Trust-region methods on Riemannian manifolds PA Absil, CG Baker, KA Gallivan Foundations of Computational Mathematics 7 (3), 303-330, 2007	347	2007
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	255*	2010
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	230	2005
Projection-like retractions on matrix manifolds PA Absil, J Malick SIAM Journal on Optimization 22 (1), 135-158, 2012	215	2012
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	189	2011
H2-optimal model reduction of MIMO systems P Van Dooren, KA Gallivan, PA Absil Applied Mathematics Letters 21 (12), 1267-1273, 2008	180	2008
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	166	2018
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	130	2007
On the stable equilibrium points of gradient systems PA Absil, K Kurdyka Systems & control letters 55 (7), 573-577, 2006	124	2006
Two algorithms for orthogonal nonnegative matrix factorization with application to clustering F Pompili, N Gillis, PA Absil, F Glineur Neurocomputing 141, 15-25, 2014	122	2014
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	112	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	107	2015
A Grassmann-Rayleigh quotient iteration for computing invariant subspaces PA Absil, R Mahony, R Sepulchre, P Van Dooren SIAM Review 44 (1), 57-73, 2000	106	2000
Nonlinear analysis of cardiac rhythm fluctuations using DFA method PA Absil, R Sepulchre, A Bilge, P Gérard Physica A: Statistical mechanics and its applications 272 (1-2), 235-244, 1999	89	1999
An extrinsic look at the Riemannian Hessian PA Absil, R Mahony, J Trumpf International Conference on Geometric Science of Information, 361-368, 2013	82	2013
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	78	2016
On the largest principal angle between random subspaces PA Absil, A Edelman, P Koev Linear algebra and its applications 414 (1), 288-294, 2006	74	2006

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