Optimization algorithms on matrix manifolds PA Absil, R Mahony, R Sepulchre Princeton University Press, 2008 | 4208 | 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 | 1114 | 2014 |
Trust-region methods on Riemannian manifolds PA Absil, CG Baker, KA Gallivan Foundations of Computational Mathematics 7 (3), 303-330, 2007 | 526 | 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 | 463 | 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 | 368 | 2005 |
Projection-like retractions on matrix manifolds PA Absil, J Malick SIAM Journal on Optimization 22 (1), 135-158, 2012 | 357 | 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 | 319 | 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 | 317* | 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 | 237 | 2011 |
H2-optimal model reduction of MIMO systems P Van Dooren, KA Gallivan, PA Absil Applied Mathematics Letters 21 (12), 1267-1273, 2008 | 215 | 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 | 198 | 2015 |
Two algorithms for orthogonal nonnegative matrix factorization with application to clustering F Pompili, N Gillis, PA Absil, F Glineur Neurocomputing 141, 15-25, 2014 | 189 | 2014 |
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 | 175 | 2016 |
On the stable equilibrium points of gradient systems PA Absil, K Kurdyka Systems & control letters 55 (7), 573-577, 2006 | 173 | 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 | 160 | 2007 |
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 | 147 | 2011 |
Low-rank matrix completion via trust-regions on the Grassmann manifold N Boumal, PA Absil Tech. rep., UCL-INMA-2012.07, 2012 | 138* | 2012 |
Low-rank matrix completion via preconditioned optimization on the Grassmann manifold N Boumal, PA Absil Linear Algebra and its Applications 475, 200-239, 2015 | 134 | 2015 |
An extrinsic look at the Riemannian Hessian PA Absil, R Mahony, J Trumpf International Conference on Geometric Science of Information, 361-368, 2013 | 133 | 2013 |
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 | 112 | 2000 |