 | 2012 |
| 31 |  | Filippo Pompili,
Nicolas Gillis,
Pierre-Antoine Absil,
François Glineur:
Two Algorithms for Orthogonal Nonnegative Matrix Factorization with Application to Clustering
CoRR abs/1201.0901: (2012) |
| 30 |  | Chafik Samir,
Pierre-Antoine Absil,
Anuj Srivastava,
Eric Klassen:
A Gradient-Descent Method for Curve Fitting on Riemannian Manifolds.
Foundations of Computational Mathematics 12(1): 49-73 (2012) |
| 29 |  | Pierre-Antoine Absil,
Jérôme Malick:
Projection-like Retractions on Matrix Manifolds.
SIAM Journal on Optimization 22(1): 135-158 (2012) |
| 2011 |
| 28 |  | Nicolas Boumal,
Pierre-Antoine Absil:
Discrete regression methods on the cone of positive-definite matrices.
ICASSP 2011: 4232-4235 |
| 27 |  | Arnaud Browet,
Pierre-Antoine Absil,
Paul Van Dooren:
Community Detection for Hierarchical Image Segmentation.
IWCIA 2011: 358-371 |
| 26 |  | Nicolas Boumal,
Pierre-Antoine Absil:
RTRMC: A Riemannian trust-region method for low-rank matrix completion.
NIPS 2011: 406-414 |
| 25 |  | Mariya Ishteva,
Pierre-Antoine Absil,
Sabine Van Huffel,
Lieven De Lathauwer:
Best Low Multilinear Rank Approximation of Higher-Order Tensors, Based on the Riemannian Trust-Region Scheme.
SIAM J. Matrix Analysis Applications 32(1): 115-135 (2011) |
| 24 |  | Tzvetan Ivanov,
Brian D. O. Anderson,
Pierre-Antoine Absil,
Michel Gevers:
New relations between norms of system transfer functions.
Systems & Control Letters 60(3): 151-155 (2011) |
| 2010 |
| 23 |  | Pierre B. Borckmans,
Mariya Ishteva,
Pierre-Antoine Absil:
A Modified Particle Swarm Optimization Algorithm for the Best Low Multilinear Rank Approximation of Higher-Order Tensors.
ANTS Conference 2010: 13-23 |
| 22 |  | Pierre B. Borckmans,
Pierre-Antoine Absil:
Oriented Bounding Box Computation Using Particle Swarm Optimization.
ESANN 2010 |
| 21 |  | Quentin Rentmeesters,
Pierre-Antoine Absil,
Paul Van Dooren,
Kyle Gallivan,
Anuj Srivastava:
An efficient particle filtering technique on the Grassmann manifold.
ICASSP 2010: 3838-3841 |
| 20 |  | Paul Van Dooren,
Kyle A. Gallivan,
Pierre-Antoine Absil:
H2-Optimal Model Reduction with Higher-Order Poles.
SIAM J. Matrix Analysis Applications 31(5): 2738-2753 (2010) |
| 19 |  | Michel Journée,
Francis R. Bach,
Pierre-Antoine Absil,
Rodolphe Sepulchre:
Low-Rank Optimization on the Cone of Positive Semidefinite Matrices.
SIAM Journal on Optimization 20(5): 2327-2351 (2010) |
| 2009 |
| 18 |  | Matthieu Sainlez,
Pierre-Antoine Absil,
Andrew E. Teschendorff:
Gene expression data analysis using spatiotemporal blind source separation.
ESANN 2009 |
| 17 |  | Fabian J. Theis,
Thomas P. Cason,
Pierre-Antoine Absil:
Soft Dimension Reduction for ICA by Joint Diagonalization on the Stiefel Manifold.
ICA 2009: 354-361 |
| 16 |  | C. Samir,
Paul Van Dooren,
D. Laurent,
Kyle A. Gallivan,
Pierre-Antoine Absil:
Elastic Morphing of 2D and 3D Objects on a Shape Manifold.
ICIAR 2009: 563-572 |
| 15 |  | Pierre-Antoine Absil,
Mariya Ishteva,
Lieven De Lathauwer,
Sabine Van Huffel:
A Geometric Newton Method for Oja's Vector Field.
Neural Computation 21(5): 1415-1433 (2009) |
| 14 |  | Mariya Ishteva,
Lieven De Lathauwer,
Pierre-Antoine Absil,
Sabine Van Huffel:
Differential-geometric Newton method for the best rank-(R1, R2, R3) approximation of tensors.
Numerical Algorithms 51(2): 179-194 (2009) |
| 13 |  | Pierre-Antoine Absil,
Kyle A. Gallivan:
Accelerated Line-search and Trust-region Methods.
SIAM J. Numerical Analysis 47(2): 997-1018 (2009) |
| 2008 |
| 12 |  | Pierre-Antoine Absil,
Robert Mahony,
Rodolphe Sepulchre:
Optimization Algorithms on Matrix Manifolds.
Princeton University Press 2008: I-XIV, 1-224 |
| 11 |  | Tzvetan Ivanov,
Pierre-Antoine Absil,
Brian D. O. Anderson,
Michel Gevers:
Application of real rational modules in system identification.
CDC 2008: 111-116 |
| 10 |  | Paul Van Dooren,
Kyle A. Gallivan,
Pierre-Antoine Absil:
H2-optimal model reduction of MIMO systems.
Appl. Math. Lett. 21(12): 1267-1273 (2008) |
| 2007 |
| 9 |  | Michel Journée,
Pierre-Antoine Absil,
Rodolphe Sepulchre:
Optimization on the Orthogonal Group for Independent Component Analysis.
ICA 2007: 57-64 |
| 8 |  | Pierre-Antoine Absil,
C. G. Baker,
Kyle A. Gallivan:
Trust-Region Methods on Riemannian Manifolds.
Foundations of Computational Mathematics 7(3): 303-330 (2007) |
| 7 |  | Andrew E. Teschendorff,
Michel Journée,
Pierre-Antoine Absil,
Rodolphe Sepulchre,
Carlos H. Caldas:
Elucidating the Altered Transcriptional Programs in Breast Cancer using Independent Component Analysis.
PLoS Computational Biology 3(8): (2007) |
| 2006 |
| 6 |  | C. G. Baker,
Pierre-Antoine Absil,
Kyle A. Gallivan:
An Implicit Riemannian Trust-Region Method for the Symmetric Generalized Eigenproblem.
International Conference on Computational Science (1) 2006: 210-217 |
| 5 |  | André L. Tits,
Pierre-Antoine Absil,
William P. Woessner:
Constraint Reduction for Linear Programs with Many Inequality Constraints.
SIAM Journal on Optimization 17(1): 119-146 (2006) |
| 4 |  | Pierre-Antoine Absil,
K. Kurdyka:
On the stable equilibrium points of gradient systems.
Systems & Control Letters 55(7): 573-577 (2006) |
| 2005 |
| 3 |  | Pierre-Antoine Absil,
C. G. Baker,
Kyle A. Gallivan,
Ahmed H. Sameh:
Adaptive Model Trust Region Methods for Generalized Eigenvalue Problems.
International Conference on Computational Science (1) 2005: 33-41 |
| 2 |  | Pierre-Antoine Absil,
Robert Mahony,
B. Andrews:
Convergence of the Iterates of Descent Methods for Analytic Cost Functions.
SIAM Journal on Optimization 16(2): 531-547 (2005) |
| 2004 |
| 1 |  | Pierre-Antoine Absil,
Rodolphe Sepulchre,
Paul Van Dooren,
Robert Mahony:
Cubically Convergent Iterations for Invariant Subspace Computation.
SIAM J. Matrix Analysis Applications 26(1): 70-96 (2004) |