Pierre-Antoine Absil

142 papers A* 1B 19C 4Misc 7Journal 78Unranked 31

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	Geometric Design of the Tangent Term in Landing Algorithms for Orthogonality Constraints. GSI (3) Florentin Goyens, Pierre-Antoine Absil, Florian Feppon
2025	—	`conf`	On the Approximation of the Riemannian Barycenter. GSI (2) Simon Mataigne, Pierre-Antoine Absil, Nina Miolane
2025	J	`jnl`	Shortest Geodesic Loops, Sectional Curvature, and Injectivity Radius of the Stiefel Manifold. CoRR Jakob Stoye, Simon Mataigne, Pierre-Antoine Absil, Ralf Zimmermann
2025	J	`jnl`	The Exponential of Skew-Symmetric Matrices: A Nearby Inverse and Efficient Computation of Derivatives. CoRR Zhifeng Deng, Pierre-Antoine Absil, Kyle A. Gallivan, Wen Huang
2025	J	`jnl`	The Ultimate Upper Bound on the Injectivity Radius of the Stiefel Manifold. SIAM J. Matrix Anal. Appl. Pierre-Antoine Absil, Simon Mataigne
2024	J	`jnl`	A Grassmann manifold handbook: basic geometry and computational aspects. Adv. Comput. Math. Thomas Bendokat, Ralf Zimmermann, Pierre-Antoine Absil
2024	J	`jnl`	A Riemannian Proximal Newton Method. SIAM J. Optim. Wutao Si, Pierre-Antoine Absil, Wen Huang, Rujun Jiang, Simon Vary
2024	J	`jnl`	Bounds on the geodesic distances on the Stiefel manifold for a family of Riemannian metrics. CoRR Simon Mataigne, Pierre-Antoine Absil, Nina Miolane
2024	J	`jnl`	Computing Bouligand stationary points efficiently in low-rank optimization. CoRR Guillaume Olikier, Pierre-Antoine Absil
2024	J	`jnl`	Correction: A Grassmann manifold handbook: basic geometry and computational aspects. Adv. Comput. Math. Thomas Bendokat, Ralf Zimmermann, Pierre-Antoine Absil
2024	J	`jnl`	Infeasible Deterministic, Stochastic, and Variance-Reduction Algorithms for Optimization under Orthogonality Constraints. J. Mach. Learn. Res. Pierre Ablin, Simon Vary, Bin Gao, Pierre-Antoine Absil
2024	A*	`conf`	Optimization without Retraction on the Random Generalized Stiefel Manifold. ICML Simon Vary, Pierre Ablin, Bin Gao, Pierre-Antoine Absil
2024	J	`jnl`	Optimization without Retraction on the Random Generalized Stiefel Manifold. CoRR Simon Vary, Pierre Ablin, Bin Gao, Pierre-Antoine Absil
2023	B	`conf`	An Alternating Minimization Algorithm with Trajectory for Direct Exoplanet Detection. ESANN Hazan Daglayan, Simon Vary, Pierre-Antoine Absil
2023	J	`jnl`	An Apocalypse-Free First-Order Low-Rank Optimization Algorithm with at Most One Rank Reduction Attempt per Iteration. SIAM J. Matrix Anal. Appl. Guillaume Olikier, Pierre-Antoine Absil
2023	J	`jnl`	First-order optimization on stratified sets. CoRR Guillaume Olikier, Kyle A. Gallivan, Pierre-Antoine Absil
2023	—	`conf`	Graph-Based Matrix Completion Applied to Weather Data. EUSIPCO Benoît Loucheur, Pierre-Antoine Absil, Michel Journée
2023	J	`jnl`	Graph-Based Matrix Completion Applied to Weather Data. CoRR Benoît Loucheur, Pierre-Antoine Absil, Michel Journée
2023	J	`jnl`	Infeasible Deterministic, Stochastic, and Variance-Reduction Algorithms for Optimization under Orthogonality Constraints. CoRR Pierre Ablin, Simon Vary, Bin Gao, Pierre-Antoine Absil
2023	Misc	`conf`	Low-Rank Plus Sparse Trajectory Decomposition for Direct Exoplanet Imaging. ICASSP Simon Vary, Hazan Daglayan, Laurent Jacques, Pierre-Antoine Absil
2023	—	`conf`	Rank Estimation for Third-Order Tensor Completion in the Tensor-Train Format. EUSIPCO Charlotte Vermeylen, Guillaume Olikier, Pierre-Antoine Absil, Marc Van Barel
2022	J	`jnl`	A Riemannian rank-adaptive method for low-rank matrix completion. Comput. Optim. Appl. Bin Gao, Pierre-Antoine Absil
2022	J	`jnl`	An apocalypse-free first-order low-rank optimization algorithm with at most one rank reduction attempt per iteration. CoRR Guillaume Olikier, Pierre-Antoine Absil
2022	J	`jnl`	An apocalypse-free first-order low-rank optimization algorithm. CoRR Guillaume Olikier, Kyle A. Gallivan, Pierre-Antoine Absil
2022	J	`jnl`	Comparison of an Apocalypse-Free and an Apocalypse-Prone First-Order Low-Rank Optimization Algorithm. CoRR Guillaume Olikier, Kyle A. Gallivan, Pierre-Antoine Absil
2022	J	`jnl`	Equivalent polyadic decompositions of matrix multiplication tensors. J. Comput. Appl. Math. Guillaume O. Berger, Pierre-Antoine Absil, Lieven De Lathauwer, Raphaël M. Jungers, Marc Van Barel
2022	B	`conf`	Gap filling in air temperature series by matrix completion methods. ESANN Benoît Loucheur, Pierre-Antoine Absil, Michel Journée
2022	C	`conf`	Likelihood ratio map for direct exoplanet detection. IPAS Hazan Daglayan, Simon Vary, Faustine Cantalloube, Pierre-Antoine Absil, Olivier Absil
2022	J	`jnl`	On the continuity of the tangent cone to the determinantal variety. CoRR Guillaume Olikier, Pierre-Antoine Absil
2021	J	`jnl`	Computing Symplectic Eigenpairs of Symmetric Positive-Definite Matrices via Trace Minimization and Riemannian Optimization. SIAM J. Matrix Anal. Appl. Nguyen Thanh Son, Pierre-Antoine Absil, Bin Gao, Tatjana Stykel
2021	—	`conf`	Geometry of the Symplectic Stiefel Manifold Endowed with the Euclidean Metric. GSI Bin Gao, Nguyen Thanh Son, Pierre-Antoine Absil, Tatjana Stykel
2021	J	`jnl`	Riemannian Optimization on the Symplectic Stiefel Manifold. SIAM J. Optim. Bin Gao, Nguyen Thanh Son, Pierre-Antoine Absil, Tatjana Stykel
2020	J	`jnl`	A Grassmann Manifold Handbook: Basic Geometry and Computational Aspects. CoRR Thomas Bendokat, Ralf Zimmermann, Pierre-Antoine Absil
2020	J	`jnl`	Alternating minimization algorithms for graph regularized tensor completion. CoRR Yu Guan, Shuyu Dong, Pierre-Antoine Absil, François Glineur
2020	J	`jnl`	Assessment of COVID-19 hospitalization forecasts from a simplified SIR model. CoRR Pierre-Antoine Absil, Ousmane Diao, Mouhamadou Diallo
2020	J	`jnl`	Computing the matrix geometric mean: Riemannian versus Euclidean conditioning, implementation techniques, and a Riemannian BFGS method. Numer. Linear Algebra Appl. Xinru Yuan, Wen Huang, Pierre-Antoine Absil, Kyle A. Gallivan
2020	J	`jnl`	On a minimum enclosing ball of a collection of linear subspaces. CoRR Timothy Marrinan, Pierre-Antoine Absil, Nicolas Gillis
2020	J	`jnl`	On the Quality of First-Order Approximation of Functions with Hölder Continuous Gradient. J. Optim. Theory Appl. Guillaume O. Berger, Pierre-Antoine Absil, Raphaël M. Jungers, Yurii E. Nesterov
2020	J	`jnl`	Quotient Geometry with Simple Geodesics for the Manifold of Fixed-Rank Positive-Semidefinite Matrices. SIAM J. Matrix Anal. Appl. Estelle M. Massart, Pierre-Antoine Absil
2019	—	`conf`	Curvature of the Manifold of Fixed-Rank Positive-Semidefinite Matrices Endowed with the Bures-Wasserstein Metric. GSI Estelle M. Massart, Julien M. Hendrickx, Pierre-Antoine Absil
2019	J	`jnl`	Data Fitting on Manifolds with Composite Bézier-Like Curves and Blended Cubic Splines. J. Math. Imaging Vis. Pierre-Yves Gousenbourger, Estelle M. Massart, Pierre-Antoine Absil
2019	J	`jnl`	Equivalent Polyadic Decompositions of Matrix Multiplication Tensors. CoRR Guillaume O. Berger, Pierre-Antoine Absil, Lieven De Lathauwer, Raphaël M. Jungers, Marc Van Barel
2019	B	`conf`	Interpolation on the manifold of fixed-rank positive-semidefinite matrices for parametric model order reduction: preliminary results. ESANN Estelle M. Massart, Pierre-Yves Gousenbourger, Nguyen Thanh Son, Tatjana Stykel, Pierre-Antoine Absil
2019	B	`conf`	Minimax center to extract a common subspace from multiple datasets. ESANN Emilie Renard, Pierre-Antoine Absil, Kyle A. Gallivan
2019	C	`conf`	Online balanced truncation for linear time-varying systems using continuously differentiable interpolation on Grassmann manifold. CoDIT Nguyen Thanh Son, Pierre-Yves Gousenbourger, Estelle M. Massart, Pierre-Antoine Absil
2019	B	`conf`	Preconditioned conjugate gradient algorithms for graph regularized matrix completion. ESANN Shuyu Dong, Pierre-Antoine Absil, Kyle A. Gallivan
2018	—	`conf`	A Grassmannian Minimum Enclosing Ball Approach for Common Subspace Extraction. LVA/ICA Emilie Renard, Kyle A. Gallivan, Pierre-Antoine Absil
2018	J	`jnl`	A Riemannian BFGS Method Without Differentiated Retraction for Nonconvex Optimization Problems. SIAM J. Optim. Wen Huang, Pierre-Antoine Absil, Kyle A. Gallivan
2018	B	`conf`	A variable projection method for block term decomposition of higher-order tensors. ESANN Guillaume Olikier, Pierre-Antoine Absil, Lieven De Lathauwer
2018	J	`jnl`	Blended smoothing splines on Riemannian manifolds. CoRR Pierre-Yves Gousenbourger, Estelle M. Massart, Pierre-Antoine Absil
2018	J	`jnl`	ROPTLIB: An Object-Oriented C++ Library for Optimization on Riemannian Manifolds. ACM Trans. Math. Softw. Wen Huang, Pierre-Antoine Absil, Kyle A. Gallivan, Paul Hand
2018	—	`conf`	Variable Projection Applied to Block Term Decomposition of Higher-Order Tensors. LVA/ICA Guillaume Olikier, Pierre-Antoine Absil, Lieven De Lathauwer
2017	—	`conf`	Comparison of location-scale and matrix factorization batch effect removal methods on gene expression datasets. BIBM Emilie Renard, Pierre-Antoine Absil
2017	—	`conf`	Fast Method to Fit a GSI Pierre-Yves Gousenbourger, Laurent Jacques, Pierre-Antoine Absil
2017	J	`jnl`	Intrinsic representation of tangent vectors and vector transports on matrix manifolds. Numerische Mathematik Wen Huang, Pierre-Antoine Absil, Kyle A. Gallivan
2017	B	`conf`	Learning sparse models of diffusive graph signals. ESANN Shuyu Dong, Dorina Thanou, Pierre-Antoine Absil, Pascal Frossard
2017	B	`conf`	Piecewise-Bézier C1 smoothing on manifolds with application to wind field estimation. ESANN Pierre-Yves Gousenbourger, Estelle M. Massart, Antoni Musolas, Pierre-Antoine Absil, Julien M. Hendrickx, Laurent Jacques, Youssef M. Marzouk
2016	Misc	`conf`	A Riemannian Limited-memory BFGS Algorithm for Computing the Matrix Geometric Mean. ICCS Xinru Yuan, Wen Huang, Pierre-Antoine Absil, Kyle A. Gallivan
2016	J	`jnl`	A Riemannian rank-adaptive method for low-rank optimization. Neurocomputing Guifang Zhou, Wen Huang, Kyle A. Gallivan, Paul Van Dooren, Pierre-Antoine Absil
2016	—	`conf`	Coupled tensor decomposition: A step towards robust components. EUSIPCO Matthieu Genicot, Pierre-Antoine Absil, Renaud Lambiotte, Saber Sami
2016	J	`jnl`	Differentiable Piecewise-Bézier Surfaces on Riemannian Manifolds. SIAM J. Imaging Sci. Pierre-Antoine Absil, Pierre-Yves Gousenbourger, Paul Striewski, Benedikt Wirth
2016	B	`conf`	Differentiable piecewise-Bézier interpolation on Riemannian manifolds. ESANN Pierre-Antoine Absil, Pierre-Yves Gousenbourger, Paul Striewski, Benedikt Wirth
2016	B	`conf`	Extending a two-variable mean to a multi-variable mean. ESANN Estelle M. Massart, Julien M. Hendrickx, Pierre-Antoine Absil
2016	C	`conf`	Independent Component Analysis to Remove Batch Effects from Merged Microarray Datasets. WABI Emilie Renard, Samuel Branders, Pierre-Antoine Absil
2016	J	`jnl`	Proceedings of the third "international Traveling Workshop on Interactions between Sparse models and Technology" (iTWIST'16). CoRR 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
2016	J	`jnl`	Riemannian Optimization for Registration of Curves in Elastic Shape Analysis. J. Math. Imaging Vis. Wen Huang, Kyle A. Gallivan, Anuj Srivastava, Pierre-Antoine Absil
2016	J	`jnl`	Robust Low-Rank Matrix Completion by Riemannian Optimization. SIAM J. Sci. Comput. Léopold Cambier, Pierre-Antoine Absil
2016	B	`conf`	Spatiotemporal ICA improves the selection of differentially expressed genes. ESANN Emilie Renard, Andrew E. Teschendorff, Pierre-Antoine Absil
2015	J	`jnl`	A Broyden Class of Quasi-Newton Methods for Riemannian Optimization. SIAM J. Optim. Wen Huang, Kyle A. Gallivan, Pierre-Antoine Absil
2015	—	`conf`	A Riemannian BFGS Method for Nonconvex Optimization Problems. ENUMATH Wen Huang, Pierre-Antoine Absil, Kyle A. Gallivan
2015	—	`conf`	A Riemannian approach for computing geodesies in elastic shape analysis. GlobalSIP Yaqing You, Wen Huang, Kyle A. Gallivan, Pierre-Antoine Absil
2015	J	`jnl`	A Riemannian symmetric rank-one trust-region method. Math. Program. Wen Huang, Pierre-Antoine Absil, Kyle A. Gallivan
2015	—	`conf`	Fitting Smooth Paths on Riemannian Manifolds: Endometrial Surface Reconstruction and Preoperative MRI-Based Navigation. GSI Antoine Arnould, Pierre-Yves Gousenbourger, Chafik Samir, Pierre-Antoine Absil, Michel Canis
2015	J	`jnl`	Low-rank retractions: a survey and new results. Comput. Optim. Appl. Pierre-Antoine Absil, Ivan V. Oseledets
2015	B	`conf`	Rank-constrained optimization: a Riemannian manifold approach. ESANN Guifang Zhou, Wen Huang, Kyle A. Gallivan, Paul Van Dooren, Pierre-Antoine Absil
2014	J	`jnl`	A Riemannian subgradient algorithm for economic dispatch with valve-point effect. J. Comput. Appl. Math. Pierre B. Borckmans, S. Easter Selvan, Nicolas Boumal, Pierre-Antoine Absil
2014	J	`jnl`	A convex formulation for informed source separation in the single channel setting. Neurocomputing Augustin Lefèvre, François Glineur, Pierre-Antoine Absil
2014	J	`jnl`	Addressing Rank Degeneracy in Constraint-Reduced Interior-Point Methods for Linear Optimization. J. Optim. Theory Appl. Luke B. Winternitz, André L. Tits, Pierre-Antoine Absil
2014	B	`conf`	Capturing confounding sources of variation in DNA methylation data by spatiotemporal independent component analysis. ESANN Emilie Renard, Andrew E. Teschendorff, Pierre-Antoine Absil
2014	J	`jnl`	Manopt, a matlab toolbox for optimization on manifolds. J. Mach. Learn. Res. Nicolas Boumal, Bamdev Mishra, Pierre-Antoine Absil, Rodolphe Sepulchre
2014	B	`conf`	Piecewise-Bézier C1 Interpolation on Riemannian Manifolds with Application to 2D Shape Morphing. ICPR Pierre-Yves Gousenbourger, Chafik Samir, Pierre-Antoine Absil
2014	J	`jnl`	Proceedings of the second "international Traveling Workshop on Interactions between Sparse models and Technology" (iTWIST'14). CoRR 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
2014	J	`jnl`	Two Newton methods on the manifold of fixed-rank matrices endowed with Riemannian quotient geometries. Comput. Stat. Pierre-Antoine Absil, Luca Amodei, Gilles Meyer
2014	J	`jnl`	Two algorithms for orthogonal nonnegative matrix factorization with application to clustering. Neurocomputing Filippo Pompili, Nicolas Gillis, Pierre-Antoine Absil, François Glineur
2013	B	`conf`	A nuclear-norm based convex formulation for informed source separation. ESANN Augustin Lefèvre, François Glineur, Pierre-Antoine Absil
2013	—	`conf`	An Extrinsic Look at the Riemannian Hessian. GSI Pierre-Antoine Absil, Robert E. Mahony, Jochen Trumpf
2013	J	`jnl`	Fast community detection using local neighbourhood search. CoRR Arnaud Browet, Pierre-Antoine Absil, Paul Van Dooren
2013	J	`jnl`	Jacobi Algorithm for the Best Low Multilinear Rank Approximation of Symmetric Tensors. SIAM J. Matrix Anal. Appl. Mariya Ishteva, Pierre-Antoine Absil, Paul Van Dooren
2013	J	`jnl`	Manopt, a Matlab toolbox for optimization on manifolds. CoRR Nicolas Boumal, Bamdev Mishra, Pierre-Antoine Absil, Rodolphe Sepulchre
2013	B	`conf`	ONP-MF: An Orthogonal Nonnegative Matrix Factorization Algorithm with Application to Clustering. ESANN Filippo Pompili, Nicolas Gillis, François Glineur, Pierre-Antoine Absil
2013	—	`conf`	Robust estimation of rotations from relative measurements by maximum likelihood. CDC Nicolas Boumal, Amit Singer, Pierre-Antoine Absil
2013	J	`jnl`	Spherical Mesh Adaptive Direct Search for Separating Quasi-Uncorrelated Sources by Range-Based Independent Component Analysis. Neural Comput. S. Easter Selvan, Pierre B. Borckmans, Amit Chattopadhyay, Pierre-Antoine Absil
2012	J	`jnl`	A Gradient-Descent Method for Curve Fitting on Riemannian Manifolds. Found. Comput. Math. Chafik Samir, Pierre-Antoine Absil, Anuj Srivastava, Eric Klassen
2012	—	`ch.`	A Riemannian Dennis-Moré Condition. High-Performance Scientific Computing Kyle A. Gallivan, Chunhong Qi, Pierre-Antoine Absil
2012	J	`jnl`	A nuclear-norm based convex formulation for informed source separation CoRR Augustin Lefèvre, François Glineur, Pierre-Antoine Absil
2012	J	`jnl`	Cramér-Rao bounds for synchronization of rotations CoRR Nicolas Boumal, Amit Singer, Pierre-Antoine Absil, Vincent D. Blondel
2012	J	`jnl`	Projection-like Retractions on Matrix Manifolds. SIAM J. Optim. Pierre-Antoine Absil, Jérôme Malick
2012	B	`conf`	Range-based non-orthogonal ICA using cross-entropy method. ESANN Suviseshamuthu Easter Selvan, Amit Chattopadhyay, Umberto Amato, Pierre-Antoine Absil
2012	J	`jnl`	Two Algorithms for Orthogonal Nonnegative Matrix Factorization with Application to Clustering CoRR Filippo Pompili, Nicolas Gillis, Pierre-Antoine Absil, François Glineur
2011	—	`conf`	Algorithm comparison for Karcher mean computation of rotation matrices and diffusion tensors. EUSIPCO Quentin Rentmeesters, Pierre-Antoine Absil
2011	J	`jnl`	Best Low Multilinear Rank Approximation of Higher-Order Tensors, Based on the Riemannian Trust-Region Scheme. SIAM J. Matrix Anal. Appl. Mariya Ishteva, Pierre-Antoine Absil, Sabine Van Huffel, Lieven De Lathauwer
2011	C	`conf`	Community Detection for Hierarchical Image Segmentation. IWCIA Arnaud Browet, Pierre-Antoine Absil, Paul Van Dooren
2011	Misc	`conf`	Discrete regression methods on the cone of positive-definite matrices. ICASSP Nicolas Boumal, Pierre-Antoine Absil
2011	J	`jnl`	New relations between norms of system transfer functions. Syst. Control. Lett. Tzvetan Ivanov, Brian D. O. Anderson, Pierre-Antoine Absil, Michel Gevers
2011	—	`conf`	RTRMC: A Riemannian trust-region method for low-rank matrix completion. NIPS Nicolas Boumal, Pierre-Antoine Absil
2010	—	`conf`	A Modified Particle Swarm Optimization Algorithm for the Best Low Multilinear Rank Approximation of Higher-Order Tensors. ANTS Conference Pierre B. Borckmans, Mariya Ishteva, Pierre-Antoine Absil
2010	Misc	`conf`	An efficient particle filtering technique on the Grassmann manifold. ICASSP Quentin Rentmeesters, Pierre-Antoine Absil, Paul Van Dooren, Kyle A. Gallivan, Anuj Srivastava
2010	J	`jnl`	Low-Rank Optimization on the Cone of Positive Semidefinite Matrices. SIAM J. Optim. Michel Journée, Francis R. Bach, Pierre-Antoine Absil, Rodolphe Sepulchre
2010	B	`conf`	Oriented Bounding Box Computation Using Particle Swarm Optimization. ESANN Pierre B. Borckmans, Pierre-Antoine Absil
2010	J	`jnl`	Two-sided Grassmann-Rayleigh quotient iteration. Numerische Mathematik Pierre-Antoine Absil, Paul Van Dooren
2009	J	`jnl`	A Geometric Newton Method for Oja's Vector Field. Neural Comput. Pierre-Antoine Absil, Mariya Ishteva, Lieven De Lathauwer, Sabine Van Huffel
2009	J	`jnl`	Accelerated Line-search and Trust-region Methods. SIAM J. Numer. Anal. Pierre-Antoine Absil, Kyle A. Gallivan
2009	J	`jnl`	Differential-geometric Newton method for the best rank-( Numer. Algorithms Mariya Ishteva, Lieven De Lathauwer, Pierre-Antoine Absil, Sabine Van Huffel
2009	—	`conf`	Elastic Morphing of 2D and 3D Objects on a Shape Manifold. ICIAR Chafik Samir, Paul Van Dooren, D. Laurent, Kyle A. Gallivan, Pierre-Antoine Absil
2009	Misc	`conf`	Fitting Curves on Riemannian Manifolds Using Energy Minimization. MVA Chafik Samir, Pierre-Antoine Absil, Anuj Srivastava, Eric Klassen
2009	B	`conf`	Gene expression data analysis using spatiotemporal blind source separation. ESANN Matthieu Sainlez, Pierre-Antoine Absil, Andrew E. Teschendorff
2009	—	`conf`	Iterative Methods for Low Rank Approximation of Graph Similarity Matrices. MLG/SRL@ILP Thomas P. Cason, Pierre-Antoine Absil, Paul Van Dooren
2009	—	`conf`	Soft Dimension Reduction for ICA by Joint Diagonalization on the Stiefel Manifold. ICA Fabian J. Theis, Thomas P. Cason, Pierre-Antoine Absil
2009	—	`conf`	Using H ECC Tzvetan Ivanov, Brian D. O. Anderson, Pierre-Antoine Absil, Michel Gevers
2008	—	`conf`	Application of real rational modules in system identification. CDC Tzvetan Ivanov, Pierre-Antoine Absil, Brian D. O. Anderson, Michel Gevers
2008	J	`jnl`	H Appl. Math. Lett. Paul Van Dooren, Kyle A. Gallivan, Pierre-Antoine Absil
2008	J	`jnl`	Numerical Representations of a Universal Subspace Flow for Linear Programs. Commun. Inf. Syst. Pierre-Antoine Absil
2008	—	`book`	Optimization Algorithms on Matrix Manifolds. Pierre-Antoine Absil, Robert E. Mahony, Rodolphe Sepulchre
2007	—	`conf`	Design of continuous-time flows on intertwined orbit spaces. CDC Pierre-Antoine Absil, Christian Lageman, Jonathan H. Manton
2007	J	`jnl`	Elucidating the Altered Transcriptional Programs in Breast Cancer using Independent Component Analysis. PLoS Comput. Biol. Andrew E. Teschendorff, Michel Journée, Pierre-Antoine Absil, Rodolphe Sepulchre, Carlos Caldas
2007	—	`conf`	Geometric Optimization Methods for Independent Component Analysis Applied on Gene Expression Data. ICASSP (4) Michel Journée, Andrew E. Teschendorff, Pierre-Antoine Absil, Rodolphe Sepulchre
2007	J	`jnl`	Newton-KKT interior-point methods for indefinite quadratic programming. Comput. Optim. Appl. Pierre-Antoine Absil, André L. Tits
2007	—	`conf`	Optimization on the Orthogonal Group for Independent Component Analysis. ICA Michel Journée, Pierre-Antoine Absil, Rodolphe Sepulchre
2007	J	`jnl`	Trust-Region Methods on Riemannian Manifolds. Found. Comput. Math. Pierre-Antoine Absil, Christopher G. Baker, Kyle A. Gallivan
2006	Misc	`conf`	An Implicit Riemannian Trust-Region Method for the Symmetric Generalized Eigenproblem. International Conference on Computational Science (1) Christopher G. Baker, Pierre-Antoine Absil, Kyle A. Gallivan
2006	J	`jnl`	Constraint Reduction for Linear Programs with Many Inequality Constraints. SIAM J. Optim. André L. Tits, Pierre-Antoine Absil, William P. Woessner
2006	J	`jnl`	Continuous-time Systems that Solve Computational Problems. Int. J. Unconv. Comput. Pierre-Antoine Absil
2006	—	`conf`	Joint Diagonalization on the Oblique Manifold for Independent Component Analysis. ICASSP (5) Pierre-Antoine Absil, Kyle A. Gallivan
2006	J	`jnl`	On the stable equilibrium points of gradient systems. Syst. Control. Lett. Pierre-Antoine Absil, Krzysztof Kurdyka
2005	Misc	`conf`	Adaptive Model Trust Region Methods for Generalized Eigenvalue Problems. International Conference on Computational Science (1) Pierre-Antoine Absil, Christopher G. Baker, Kyle A. Gallivan, Ahmed H. Sameh
2005	J	`jnl`	Convergence of the Iterates of Descent Methods for Analytic Cost Functions. SIAM J. Optim. Pierre-Antoine Absil, Robert E. Mahony, Ben Andrews
2004	J	`jnl`	Continuous dynamical systems that realize discrete optimization on the hypercube. Syst. Control. Lett. Pierre-Antoine Absil, Rodolphe Sepulchre
2004	J	`jnl`	Cubically Convergent Iterations for Invariant Subspace Computation. SIAM J. Matrix Anal. Appl. Pierre-Antoine Absil, Rodolphe Sepulchre, Paul Van Dooren, Robert E. Mahony
2003	—	`conf`	A Newton algorithm for invariant subspace computation with large basins of attraction. CDC Pierre-Antoine Absil, Rodolphe Sepulchre, Paul Van Dooren, Robert E. Mahony
2002	J	`jnl`	A Grassmann-Rayleigh Quotient Iteration for Computing Invariant Subspaces. SIAM Rev. Pierre-Antoine Absil, Robert E. Mahony, Rodolphe Sepulchre, Paul Van Dooren
2001	—	`conf`	A hybrid control scheme for swing-up acrobatics. ECC Pierre-Antoine Absil, Rodolphe Sepulchre
2000	—	`conf`	A Grassmann-Rayleigh quotient iteration for computing invariant subspaces. CDC Pierre-Antoine Absil, Robert E. Mahony, Rodolphe Sepulchre, Paul Van Dooren