| 2025 | ESANN | Exoplanet detection in angular and spectral differential imaging with an accelerated proximal gradient algorithm. | Nicolas Mil-Homens Cavaco, Laurent Jacques, Pierre-Antoine Absil |
| 2024 | ICML | Optimization without Retraction on the Random Generalized Stiefel Manifold. | Simon Vary, Pierre Ablin, Bin Gao, Pierre-Antoine Absil |
| 2023 | ESANN | An Alternating Minimization Algorithm with Trajectory for Direct Exoplanet Detection. | Hazan Daglayan, Simon Vary, Pierre-Antoine Absil |
| 2023 | ICASSP | Low-Rank Plus Sparse Trajectory Decomposition for Direct Exoplanet Imaging. | Simon Vary, Hazan Daglayan, Laurent Jacques, Pierre-Antoine Absil |
| 2022 | ESANN | Gap filling in air temperature series by matrix completion methods. | Benot Loucheur, Pierre-Antoine Absil, Michel Journe |
| 2019 | CoDIT | Online balanced truncation for linear time-varying systems using continuously differentiable interpolation on Grassmann manifold. | Nguyen Thanh Son, Pierre-Yves Gousenbourger, Estelle M. Massart, Pierre-Antoine Absil |
| 2019 | ESANN | Preconditioned conjugate gradient algorithms for graph regularized matrix completion. | Shuyu Dong, Pierre-Antoine Absil, Kyle A. Gallivan |
| 2019 | ESANN | Interpolation on the manifold of fixed-rank positive-semidefinite matrices for parametric model order reduction: preliminary results. | Estelle M. Massart, Pierre-Yves Gousenbourger, Nguyen Thanh Son, Tatjana Stykel, Pierre-Antoine Absil |
| 2019 | ESANN | Minimax center to extract a common subspace from multiple datasets. | Emilie Renard, Pierre-Antoine Absil, Kyle A. Gallivan |
| 2018 | ESANN | A variable projection method for block term decomposition of higher-order tensors. | Guillaume Olikier, Pierre-Antoine Absil, Lieven De Lathauwer |
| 2017 | ESANN | Learning sparse models of diffusive graph signals. | Shuyu Dong, Dorina Thanou, Pierre-Antoine Absil, Pascal Frossard |
| 2017 | ESANN | Piecewise-Bzier C1 smoothing on manifolds with application to wind field estimation. | Pierre-Yves Gousenbourger, Estelle M. Massart, Antoni Musolas, Pierre-Antoine Absil, Julien M. Hendrickx, Laurent Jacques, Youssef M. Marzouk |
| 2016 | ESANN | Differentiable piecewise-Bzier interpolation on Riemannian manifolds. | Pierre-Antoine Absil, Pierre-Yves Gousenbourger, Paul Striewski, Benedikt Wirth |
| 2016 | ESANN | Extending a two-variable mean to a multi-variable mean. | Estelle M. Massart, Julien M. Hendrickx, Pierre-Antoine Absil |
| 2016 | ESANN | Spatiotemporal ICA improves the selection of differentially expressed genes. | Emilie Renard, Andrew E. Teschendorff, Pierre-Antoine Absil |
| 2016 | ICCS | A Riemannian Limited-memory BFGS Algorithm for Computing the Matrix Geometric Mean. | Xinru Yuan, Wen Huang, Pierre-Antoine Absil, Kyle A. Gallivan |
| 2016 | WABI | Independent Component Analysis to Remove Batch Effects from Merged Microarray Datasets. | Emilie Renard, Samuel Branders, Pierre-Antoine Absil |
| 2015 | ESANN | Rank-constrained optimization: a Riemannian manifold approach. | Guifang Zhou, Wen Huang, Kyle A. Gallivan, Paul Van Dooren, Pierre-Antoine Absil |
| 2014 | ESANN | Capturing confounding sources of variation in DNA methylation data by spatiotemporal independent component analysis. | Emilie Renard, Andrew E. Teschendorff, Pierre-Antoine Absil |
| 2014 | ICPR | Piecewise-Bzier C1 Interpolation on Riemannian Manifolds with Application to 2D Shape Morphing. | Pierre-Yves Gousenbourger, Chafik Samir, Pierre-Antoine Absil |
| 2013 | ESANN | A nuclear-norm based convex formulation for informed source separation. | Augustin Lefvre, Franois Glineur, Pierre-Antoine Absil |
| 2013 | ESANN | ONP-MF: An Orthogonal Nonnegative Matrix Factorization Algorithm with Application to Clustering. | Filippo Pompili, Nicolas Gillis, Franois Glineur, Pierre-Antoine Absil |
| 2012 | ESANN | Range-based non-orthogonal ICA using cross-entropy method. | Suviseshamuthu Easter Selvan, Amit Chattopadhyay, Umberto Amato, Pierre-Antoine Absil |
| 2011 | ICASSP | Discrete regression methods on the cone of positive-definite matrices. | Nicolas Boumal, Pierre-Antoine Absil |
| 2011 | IWCIA | Community Detection for Hierarchical Image Segmentation. | Arnaud Browet, Pierre-Antoine Absil, Paul Van Dooren |
| 2010 | ESANN | Oriented Bounding Box Computation Using Particle Swarm Optimization. | Pierre B. Borckmans, Pierre-Antoine Absil |
| 2010 | ICASSP | An efficient particle filtering technique on the Grassmann manifold. | Quentin Rentmeesters, Pierre-Antoine Absil, Paul Van Dooren, Kyle A. Gallivan, Anuj Srivastava |
| 2009 | ESANN | Gene expression data analysis using spatiotemporal blind source separation. | Matthieu Sainlez, Pierre-Antoine Absil, Andrew E. Teschendorff |
| 2009 | IDA | Soft Dimension Reduction for ICA by Joint Diagonalization on the Stiefel Manifold. | Fabian J. Theis, Thomas P. Cason, Pierre-Antoine Absil |
| 2009 | MVA | Fitting Curves on Riemannian Manifolds Using Energy Minimization. | Chafik Samir, Pierre-Antoine Absil, Anuj Srivastava, Eric Klassen |
| 2007 | ICASSP | Geometric Optimization Methods for Independent Component Analysis Applied on Gene Expression Data. | Michel Journe, Andrew E. Teschendorff, Pierre-Antoine Absil, Rodolphe Sepulchre |
| 2006 | ICASSP | Joint Diagonalization on the Oblique Manifold for Independent Component Analysis. | Pierre-Antoine Absil, Kyle A. Gallivan |
| 2006 | ICCS | An Implicit Riemannian Trust-Region Method for the Symmetric Generalized Eigenproblem. | Christopher G. Baker, Pierre-Antoine Absil, Kyle A. Gallivan |
| 2005 | ICCS | Adaptive Model Trust Region Methods for Generalized Eigenvalue Problems. | Pierre-Antoine Absil, Christopher G. Baker, Kyle A. Gallivan, Ahmed H. Sameh |