P.-A. Absil
P.-A. Absil
ICTEAM, EPL, UCLouvain
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Optimization algorithms on matrix manifolds
PA Absil, R Mahony, R Sepulchre
Princeton University Press, 2008
24162008
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
5972014
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
3442004
Trust-region methods on Riemannian manifolds
PA Absil, CG Baker, KA Gallivan
Foundations of Computational Mathematics 7 (3), 303-330, 2007
3152007
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
234*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
2152005
Projection-like retractions on matrix manifolds
PA Absil, J Malick
SIAM Journal on Optimization 22 (1), 135-158, 2012
1842012
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
1732011
H2-optimal model reduction of MIMO systems
P Van Dooren, KA Gallivan, PA Absil
Applied Mathematics Letters 21 (12), 1267-1273, 2008
1602008
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
1462018
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
1222007
On the stable equilibrium points of gradient systems
PA Absil, K Kurdyka
Systems & control letters 55 (7), 573-577, 2006
1162006
Two algorithms for orthogonal nonnegative matrix factorization with application to clustering
F Pompili, N Gillis, PA Absil, F Glineur
Neurocomputing 141, 15-25, 2014
1092014
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
1082011
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
1042000
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
972015
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
901999
On the largest principal angle between random subspaces
PA Absil, A Edelman, P Koev
Linear algebra and its applications 414 (1), 288-294, 2006
732006
An extrinsic look at the Riemannian Hessian
PA Absil, R Mahony, J Trumpf
International Conference on Geometric Science of Information, 361-368, 2013
692013
A gradient-descent method for curve fitting on Riemannian manifolds
C Samir, PA Absil, A Srivastava, E Klassen
Foundations of Computational Mathematics 12 (1), 49-73, 2012
692012
El sistema no puede realizar la operación en estos momentos. Inténtalo de nuevo más tarde.
Artículos 1–20