Pierre-Antoine Absil

ORCID

Publication Activity (10 Years)

Years Active: 2000-2024
Publications (10 Years): 65

Top Venues

Publications

Thomas Bendokat, Ralf Zimmermann, Pierre-Antoine Absil
A Grassmann manifold handbook: basic geometry and computational aspects. Adv. Comput. Math. 50 (1) (2024)
Wutao Si, Pierre-Antoine Absil, Wen Huang, Rujun Jiang, Simon Vary
A Riemannian Proximal Newton Method. SIAM J. Optim. 34 (1) (2024)
Thomas Bendokat, Ralf Zimmermann, Pierre-Antoine Absil
Correction: A Grassmann manifold handbook: basic geometry and computational aspects. Adv. Comput. Math. 50 (2) (2024)
Simon Vary, Pierre Ablin, Bin Gao, Pierre-Antoine Absil
Optimization without Retraction on the Random Generalized Stiefel Manifold. CoRR (2024)
Benoît Loucheur, Pierre-Antoine Absil, Michel Journée
Graph-Based Matrix Completion Applied to Weather Data. CoRR (2023)
Simon Vary, Hazan Daglayan, Laurent Jacques, Pierre-Antoine Absil
Low-Rank Plus Sparse Trajectory Decomposition for Direct Exoplanet Imaging. ICASSP (2023)
Pierre Ablin, Simon Vary, Bin Gao, Pierre-Antoine Absil
Infeasible Deterministic, Stochastic, and Variance-Reduction Algorithms for Optimization under Orthogonality Constraints. CoRR (2023)
Guillaume Olikier, Pierre-Antoine Absil
An Apocalypse-Free First-Order Low-Rank Optimization Algorithm with at Most One Rank Reduction Attempt per Iteration. SIAM J. Matrix Anal. Appl. 44 (3) (2023)
Benoît Loucheur, Pierre-Antoine Absil, Michel Journée
Graph-Based Matrix Completion Applied to Weather Data. EUSIPCO (2023)
Charlotte Vermeylen, Guillaume Olikier, Pierre-Antoine Absil, Marc Van Barel
Rank Estimation for Third-Order Tensor Completion in the Tensor-Train Format. EUSIPCO (2023)
Guillaume Olikier, Kyle A. Gallivan, Pierre-Antoine Absil
First-order optimization on stratified sets. CoRR (2023)
Hazan Daglayan, Simon Vary, Pierre-Antoine Absil
An Alternating Minimization Algorithm with Trajectory for Direct Exoplanet Detection. ESANN (2023)
Guillaume Olikier, Pierre-Antoine Absil
On the continuity of the tangent cone to the determinantal variety. CoRR (2022)
Guillaume Olikier, Kyle A. Gallivan, Pierre-Antoine Absil
An apocalypse-free first-order low-rank optimization algorithm. CoRR (2022)
Guillaume Olikier, Pierre-Antoine Absil
An apocalypse-free first-order low-rank optimization algorithm with at most one rank reduction attempt per iteration. CoRR (2022)
Guillaume Olikier, Kyle A. Gallivan, Pierre-Antoine Absil
Comparison of an Apocalypse-Free and an Apocalypse-Prone First-Order Low-Rank Optimization Algorithm. CoRR (2022)
Bin Gao, Pierre-Antoine Absil
A Riemannian rank-adaptive method for low-rank matrix completion. Comput. Optim. Appl. 81 (1) (2022)
Benoît Loucheur, Pierre-Antoine Absil, Michel Journée
Gap filling in air temperature series by matrix completion methods. ESANN (2022)
Guillaume O. Berger, Pierre-Antoine Absil, Lieven De Lathauwer, Raphaël M. Jungers, Marc Van Barel
Equivalent polyadic decompositions of matrix multiplication tensors. J. Comput. Appl. Math. 406 (2022)
Nguyen Thanh Son, Pierre-Antoine Absil, Bin Gao, Tatjana Stykel
Computing Symplectic Eigenpairs of Symmetric Positive-Definite Matrices via Trace Minimization and Riemannian Optimization. SIAM J. Matrix Anal. Appl. 42 (4) (2021)
Bin Gao, Nguyen Thanh Son, Pierre-Antoine Absil, Tatjana Stykel
Geometry of the Symplectic Stiefel Manifold Endowed with the Euclidean Metric. GSI (2021)
Bin Gao, Nguyen Thanh Son, Pierre-Antoine Absil, Tatjana Stykel
Riemannian Optimization on the Symplectic Stiefel Manifold. SIAM J. Optim. 31 (2) (2021)
Thomas Bendokat, Ralf Zimmermann, Pierre-Antoine Absil
A Grassmann Manifold Handbook: Basic Geometry and Computational Aspects. CoRR (2020)
Xinru Yuan, Wen Huang, Pierre-Antoine Absil, Kyle A. Gallivan
Computing the matrix geometric mean: Riemannian versus Euclidean conditioning, implementation techniques, and a Riemannian BFGS method. Numer. Linear Algebra Appl. 27 (5) (2020)
Guillaume O. Berger, Pierre-Antoine Absil, Raphaël M. Jungers, Yurii E. Nesterov
On the Quality of First-Order Approximation of Functions with Hölder Continuous Gradient. J. Optim. Theory Appl. 185 (1) (2020)
Yu Guan, Shuyu Dong, Pierre-Antoine Absil, François Glineur
Alternating minimization algorithms for graph regularized tensor completion. CoRR (2020)
Pierre-Antoine Absil, Ousmane Diao, Mouhamadou Diallo
Assessment of COVID-19 hospitalization forecasts from a simplified SIR model. CoRR (2020)
Timothy Marrinan, Pierre-Antoine Absil, Nicolas Gillis
On a minimum enclosing ball of a collection of linear subspaces. CoRR (2020)
Estelle M. Massart, Pierre-Antoine Absil
Quotient Geometry with Simple Geodesics for the Manifold of Fixed-Rank Positive-Semidefinite Matrices. SIAM J. Matrix Anal. Appl. 41 (1) (2020)
Estelle M. Massart, Julien M. Hendrickx, Pierre-Antoine Absil
Curvature of the Manifold of Fixed-Rank Positive-Semidefinite Matrices Endowed with the Bures-Wasserstein Metric. GSI (2019)
Emilie Renard, Pierre-Antoine Absil, Kyle A. Gallivan
Minimax center to extract a common subspace from multiple datasets. ESANN (2019)
Shuyu Dong, Pierre-Antoine Absil, Kyle A. Gallivan
Preconditioned conjugate gradient algorithms for graph regularized matrix completion. ESANN (2019)
Guillaume O. Berger, Pierre-Antoine Absil, Lieven De Lathauwer, Raphaël M. Jungers, Marc Van Barel
Equivalent Polyadic Decompositions of Matrix Multiplication Tensors. CoRR (2019)
Pierre-Yves Gousenbourger, Estelle M. Massart, Pierre-Antoine Absil
Data Fitting on Manifolds with Composite Bézier-Like Curves and Blended Cubic Splines. J. Math. Imaging Vis. 61 (5) (2019)
Nguyen Thanh Son, Pierre-Yves Gousenbourger, Estelle M. Massart, Pierre-Antoine Absil
Online balanced truncation for linear time-varying systems using continuously differentiable interpolation on Grassmann manifold. CoDIT (2019)
Estelle M. Massart, Pierre-Yves Gousenbourger, Nguyen Thanh Son, Tatjana Stykel, Pierre-Antoine Absil
Interpolation on the manifold of fixed-rank positive-semidefinite matrices for parametric model order reduction: preliminary results. ESANN (2019)
Wen Huang, Pierre-Antoine Absil, Kyle A. Gallivan
A Riemannian BFGS Method Without Differentiated Retraction for Nonconvex Optimization Problems. SIAM J. Optim. 28 (1) (2018)
Guillaume Olikier, Pierre-Antoine Absil, Lieven De Lathauwer
Variable Projection Applied to Block Term Decomposition of Higher-Order Tensors. LVA/ICA (2018)
Wen Huang, Pierre-Antoine Absil, Kyle A. Gallivan, Paul Hand
ROPTLIB: An Object-Oriented C++ Library for Optimization on Riemannian Manifolds. ACM Trans. Math. Softw. 44 (4) (2018)
Guillaume Olikier, Pierre-Antoine Absil, Lieven De Lathauwer
A variable projection method for block term decomposition of higher-order tensors. ESANN (2018)
Pierre-Yves Gousenbourger, Estelle M. Massart, Pierre-Antoine Absil
Blended smoothing splines on Riemannian manifolds. CoRR (2018)
Emilie Renard, Kyle A. Gallivan, Pierre-Antoine Absil
A Grassmannian Minimum Enclosing Ball Approach for Common Subspace Extraction. LVA/ICA (2018)
Pierre-Yves Gousenbourger, Laurent Jacques, Pierre-Antoine Absil
? GSI (2017)
Emilie Renard, Pierre-Antoine Absil
Comparison of location-scale and matrix factorization batch effect removal methods on gene expression datasets. BIBM (2017)
Wen Huang, Pierre-Antoine Absil, Kyle A. Gallivan
Intrinsic representation of tangent vectors and vector transports on matrix manifolds. Numerische Mathematik 136 (2) (2017)
Pierre-Yves Gousenbourger, Estelle M. Massart, Antoni Musolas, Pierre-Antoine Absil, Julien M. Hendrickx, Laurent Jacques, Youssef M. Marzouk
Piecewise-Bézier C1 smoothing on manifolds with application to wind field estimation. ESANN (2017)
Shuyu Dong, Dorina Thanou, Pierre-Antoine Absil, Pascal Frossard
Learning sparse models of diffusive graph signals. ESANN (2017)
Guifang Zhou, Wen Huang, Kyle A. Gallivan, Paul Van Dooren, Pierre-Antoine Absil
A Riemannian rank-adaptive method for low-rank optimization. Neurocomputing 192 (2016)
Emilie Renard, Samuel Branders, Pierre-Antoine Absil
Independent Component Analysis to Remove Batch Effects from Merged Microarray Datasets. WABI (2016)
Emilie Renard, Andrew E. Teschendorff, Pierre-Antoine Absil
Spatiotemporal ICA improves the selection of differentially expressed genes. ESANN (2016)
Matthieu Genicot, Pierre-Antoine Absil, Renaud Lambiotte, Saber Sami
Coupled tensor decomposition: A step towards robust components. EUSIPCO (2016)
Léopold Cambier, Pierre-Antoine Absil
Robust Low-Rank Matrix Completion by Riemannian Optimization. SIAM J. Sci. Comput. 38 (5) (2016)
Xinru Yuan, Wen Huang, Pierre-Antoine Absil, Kyle A. Gallivan
A Riemannian Limited-memory BFGS Algorithm for Computing the Matrix Geometric Mean. ICCS (2016)
Pierre-Antoine Absil, Pierre-Yves Gousenbourger, Paul Striewski, Benedikt Wirth
Differentiable piecewise-Bézier interpolation on Riemannian manifolds. ESANN (2016)
Wen Huang, Kyle A. Gallivan, Anuj Srivastava, Pierre-Antoine Absil
Riemannian Optimization for Registration of Curves in Elastic Shape Analysis. J. Math. Imaging Vis. 54 (3) (2016)
Vinayak Abrol, Olivier Absil, Pierre-Antoine Absil, Sandrine Anthoine, Philippe Antoine, Thomas Arildsen, Nancy Bertin, Folkert Bleichrodt, Jérôme Bobin, Anne Bol, Antoine Bonnefoy, Francesco Caltagirone, Valerio Cambareri, Cecile Chenot, Vladimir S. Crnojevic, Marie Danková, Kévin Degraux, Jens Eisert, Mohamed-Jalal Fadili, Marylou Gabrié, Nicolas Gac, Daniele Giacobello, Carlos A. Gomez Gonzalez, Adriana Gonzalez, Pierre-Yves Gousenbourger, Mads Græsbøll Christensen, Rémi Gribonval, Stéphanie Guérit, Shaoguang Huang, Paul Irofti, Laurent Jacques, Ulugbek S. Kamilov, Srdan Kitic, Martin Kliesch, Florent Krzakala, John A. Lee, Wenzhi Liao, Tobias Lindstrøm Jensen, Andre Manoel, Hassan Mansour, Ali Mohammad-Djafari, Amirafshar Moshtaghpour, Fred Maurice Ngolè Mboula, Benoît Pairet, Marko Panic, Gabriel Peyré, Aleksandra Pizurica, Pavel Rajmic, Matthieu Roblin, Ingo Roth, Anil Kumar Sao, Pulkit Sharma, Jean-Luc Starck, Eric W. Tramel, Toon van Waterschoot, Dejan Vukobratovic, Li Wang, Benedikt Wirth, Gerhard Wunder, Hongyan Zhang
Proceedings of the third "international Traveling Workshop on Interactions between Sparse models and Technology" (iTWIST'16). CoRR (2016)
Pierre-Antoine Absil, Pierre-Yves Gousenbourger, Paul Striewski, Benedikt Wirth
Differentiable Piecewise-Bézier Surfaces on Riemannian Manifolds. SIAM J. Imaging Sci. 9 (4) (2016)
Estelle M. Massart, Julien M. Hendrickx, Pierre-Antoine Absil
Extending a two-variable mean to a multi-variable mean. ESANN (2016)
Wen Huang, Kyle A. Gallivan, Pierre-Antoine Absil
A Broyden Class of Quasi-Newton Methods for Riemannian Optimization. SIAM J. Optim. 25 (3) (2015)
Guifang Zhou, Wen Huang, Kyle A. Gallivan, Paul Van Dooren, Pierre-Antoine Absil
Rank-constrained optimization: a Riemannian manifold approach. ESANN (2015)
Antoine Arnould, Pierre-Yves Gousenbourger, Chafik Samir, Pierre-Antoine Absil, Michel Canis
Fitting Smooth Paths on Riemannian Manifolds: Endometrial Surface Reconstruction and Preoperative MRI-Based Navigation. GSI (2015)
Yaqing You, Wen Huang, Kyle A. Gallivan, Pierre-Antoine Absil
A Riemannian approach for computing geodesies in elastic shape analysis. GlobalSIP (2015)
Wen Huang, Pierre-Antoine Absil, Kyle A. Gallivan
A Riemannian symmetric rank-one trust-region method. Math. Program. 150 (2) (2015)
Pierre-Antoine Absil, Ivan V. Oseledets
Low-rank retractions: a survey and new results. Comput. Optim. Appl. 62 (1) (2015)
Wen Huang, Pierre-Antoine Absil, Kyle A. Gallivan
A Riemannian BFGS Method for Nonconvex Optimization Problems. ENUMATH (2015)
Emilie Renard, Andrew E. Teschendorff, Pierre-Antoine Absil
Capturing confounding sources of variation in DNA methylation data by spatiotemporal independent component analysis. ESANN (2014)
Augustin Lefèvre, François Glineur, Pierre-Antoine Absil
A convex formulation for informed source separation in the single channel setting. Neurocomputing 141 (2014)
Laurent Jacques, Christophe De Vleeschouwer, Yannick Boursier, Prasad Sudhakar, C. De Mol, Aleksandra Pizurica, Sandrine Anthoine, Pierre Vandergheynst, Pascal Frossard, Cagdas Bilen, Srdan Kitic, Nancy Bertin, Rémi Gribonval, Nicolas Boumal, Bamdev Mishra, Pierre-Antoine Absil, Rodolphe Sepulchre, Shaun Bundervoet, Colas Schretter, Ann Dooms, Peter Schelkens, Olivier Chabiron, François Malgouyres, Jean-Yves Tourneret, Nicolas Dobigeon, Pierre Chainais, Cédric Richard, Bruno Cornelis, Ingrid Daubechies, David B. Dunson, Marie Danková, Pavel Rajmic, Kévin Degraux, Valerio Cambareri, Bert Geelen, Gauthier Lafruit, Gianluca Setti, Jean-François Determe, Jérôme Louveaux, François Horlin, Angélique Drémeau, Patrick Héas, Cédric Herzet, Vincent Duval, Gabriel Peyré, Alhussein Fawzi, Mike E. Davies, Nicolas Gillis, Stephen A. Vavasis, Charles Soussen, Luc Le Magoarou, Jingwei Liang, Jalal Fadili, Antoine Liutkus, David Martina, Sylvain Gigan, Laurent Daudet, Mauro Maggioni, Stanislav Minsker, Nate Strawn, C. Mory, Fred Maurice Ngolè Mboula, Jean-Luc Starck, Ignace Loris, Samuel Vaiter, Mohammad Golbabaee, Dejan Vukobratovic
Proceedings of the second "international Traveling Workshop on Interactions between Sparse models and Technology" (iTWIST'14). CoRR (2014)
Nicolas Boumal, Bamdev Mishra, Pierre-Antoine Absil, Rodolphe Sepulchre
Manopt, a matlab toolbox for optimization on manifolds. J. Mach. Learn. Res. 15 (1) (2014)
Luke B. Winternitz, André L. Tits, Pierre-Antoine Absil
Addressing Rank Degeneracy in Constraint-Reduced Interior-Point Methods for Linear Optimization. J. Optim. Theory Appl. 160 (1) (2014)
Pierre-Antoine Absil, Luca Amodei, Gilles Meyer
Two Newton methods on the manifold of fixed-rank matrices endowed with Riemannian quotient geometries. Comput. Stat. 29 (3) (2014)
Pierre B. Borckmans, S. Easter Selvan, Nicolas Boumal, Pierre-Antoine Absil
A Riemannian subgradient algorithm for economic dispatch with valve-point effect. J. Comput. Appl. Math. 255 (2014)
Pierre-Yves Gousenbourger, Chafik Samir, Pierre-Antoine Absil
Piecewise-Bézier C1 Interpolation on Riemannian Manifolds with Application to 2D Shape Morphing. ICPR (2014)
Filippo Pompili, Nicolas Gillis, Pierre-Antoine Absil, François Glineur
Two algorithms for orthogonal nonnegative matrix factorization with application to clustering. Neurocomputing 141 (2014)
Arnaud Browet, Pierre-Antoine Absil, Paul Van Dooren
Fast community detection using local neighbourhood search. CoRR (2013)
Nicolas Boumal, Amit Singer, Pierre-Antoine Absil
Robust estimation of rotations from relative measurements by maximum likelihood. CDC (2013)
Mariya Ishteva, Pierre-Antoine Absil, Paul Van Dooren
Jacobi Algorithm for the Best Low Multilinear Rank Approximation of Symmetric Tensors. SIAM J. Matrix Anal. Appl. 34 (2) (2013)
Pierre-Antoine Absil, Robert E. Mahony, Jochen Trumpf
An Extrinsic Look at the Riemannian Hessian. GSI (2013)
S. Easter Selvan, Pierre B. Borckmans, Amit Chattopadhyay, Pierre-Antoine Absil
Spherical Mesh Adaptive Direct Search for Separating Quasi-Uncorrelated Sources by Range-Based Independent Component Analysis. Neural Comput. 25 (9) (2013)
Augustin Lefèvre, François Glineur, Pierre-Antoine Absil
A nuclear-norm based convex formulation for informed source separation. ESANN (2013)
Nicolas Boumal, Bamdev Mishra, Pierre-Antoine Absil, Rodolphe Sepulchre
Manopt, a Matlab toolbox for optimization on manifolds. CoRR (2013)
Filippo Pompili, Nicolas Gillis, François Glineur, Pierre-Antoine Absil
ONP-MF: An Orthogonal Nonnegative Matrix Factorization Algorithm with Application to Clustering. ESANN (2013)
Nicolas Boumal, Amit Singer, Pierre-Antoine Absil, Vincent D. Blondel
Cramér-Rao bounds for synchronization of rotations CoRR (2012)
Chafik Samir, Pierre-Antoine Absil, Anuj Srivastava, Eric Klassen
A Gradient-Descent Method for Curve Fitting on Riemannian Manifolds. Found. Comput. Math. 12 (1) (2012)
Pierre-Antoine Absil, Jérôme Malick
Projection-like Retractions on Matrix Manifolds. SIAM J. Optim. 22 (1) (2012)
Suviseshamuthu Easter Selvan, Amit Chattopadhyay, Umberto Amato, Pierre-Antoine Absil
Range-based non-orthogonal ICA using cross-entropy method. ESANN (2012)
Augustin Lefèvre, François Glineur, Pierre-Antoine Absil
A nuclear-norm based convex formulation for informed source separation CoRR (2012)
Filippo Pompili, Nicolas Gillis, Pierre-Antoine Absil, François Glineur
Two Algorithms for Orthogonal Nonnegative Matrix Factorization with Application to Clustering CoRR (2012)
Nicolas Boumal, Pierre-Antoine Absil
Discrete regression methods on the cone of positive-definite matrices. ICASSP (2011)
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 Anal. Appl. 32 (1) (2011)
Tzvetan Ivanov, Brian D. O. Anderson, Pierre-Antoine Absil, Michel Gevers
New relations between norms of system transfer functions. Syst. Control. Lett. 60 (3) (2011)
Quentin Rentmeesters, Pierre-Antoine Absil
Algorithm comparison for Karcher mean computation of rotation matrices and diffusion tensors. EUSIPCO (2011)
Nicolas Boumal, Pierre-Antoine Absil
RTRMC: A Riemannian trust-region method for low-rank matrix completion. NIPS (2011)
Arnaud Browet, Pierre-Antoine Absil, Paul Van Dooren
Community Detection for Hierarchical Image Segmentation. IWCIA (2011)
Paul Van Dooren, Kyle A. Gallivan, Pierre-Antoine Absil
-Optimal Model Reduction with Higher-Order Poles. SIAM J. Matrix Anal. Appl. 31 (5) (2010)
Michel Journée, Francis R. Bach, Pierre-Antoine Absil, Rodolphe Sepulchre
Low-Rank Optimization on the Cone of Positive Semidefinite Matrices. SIAM J. Optim. 20 (5) (2010)
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)
Pierre-Antoine Absil, Paul Van Dooren
Two-sided Grassmann-Rayleigh quotient iteration. Numerische Mathematik 114 (4) (2010)
Quentin Rentmeesters, Pierre-Antoine Absil, Paul Van Dooren, Kyle A. Gallivan, Anuj Srivastava
An efficient particle filtering technique on the Grassmann manifold. ICASSP (2010)
Pierre B. Borckmans, Pierre-Antoine Absil
Oriented Bounding Box Computation Using Particle Swarm Optimization. ESANN (2010)

Pierre-Antoine Absil.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Pierre-Antoine Absil