| Compressed sensing of low-rank plus sparse matrices J Tanner, S Vary Applied and Computational Harmonic Analysis 64, 254-293, 2023 | 20 | 2023 |
| Infeasible Deterministic, Stochastic, and Variance-Reduction Algorithms for Optimization under Orthogonality Constraints P Ablin, S Vary, B Gao, PA Absil Journal of Machine Learning Research 25 (389), 1-38, 2024 | 10 | 2024 |
| A Riemannian Proximal Newton Method W Si, PA Absil, W Huang, R Jiang, S Vary SIAM Journal on Optimization 34 (1), 654-681, 2024 | 9 | 2024 |
| Differentially expressed microRNAs in lung adenocarcinoma invert effects of copy number aberrations of prognostic genes T Tokar, C Pastrello, VR Ramnarine, CQ Zhu, KJ Craddock, LA Pikor, ... Oncotarget 9 (10), 9137, 2018 | 9 | 2018 |
| Optimization flows landing on the Stiefel manifold B Gao, S Vary, P Ablin, PA Absil IFAC-PapersOnLine 55 (30), 25-30, 2022 | 8 | 2022 |
| Matrix rigidity and the ill-posedness of Robust PCA and matrix completion J Tanner, A Thompson, S Vary SIAM Journal on Mathematics of Data Science 1 (3), 537-554, 2019 | 8 | 2019 |
| Multispectral snapshot demosaicing via non-convex matrix completion GA Antonucci, S Vary, D Humphreys, RA Lamb, J Piper, J Tanner 2019 IEEE Data Science Workshop (DSW), 2019 | 4 | 2019 |
| A Nesterov-style Accelerated Gradient Descent Algorithm for the Symmetric Eigenvalue Problem F Alimisis, S Vary, B Vandereycken arXiv preprint arXiv:2406.18433, 2024 | 2 | 2024 |
| Low-rank plus sparse trajectory decomposition for direct exoplanet imaging S Vary, H Daglayan, L Jacques, PA Absil ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023 | 2 | 2023 |
| Likelihood ratio map for direct exoplanet detection H Daglayan, S Vary, F Cantalloube, PA Absil, O Absil 2022 IEEE 5th International Conference on Image Processing Applications and …, 2022 | 2 | 2022 |
| Optimization without Retraction on the Random Generalized Stiefel Manifold S Vary, P Ablin, B Gao, PA Absil International Conference on Machine Learning, 49226-49248, 2024 | 1 | 2024 |
| Direct Exoplanet Detection Using L1 Norm Low-Rank Approximation H Daglayan Sevim, S Vary, V Leplat, N Gillis, PA Absil Proceedings of BNAIC/BeNeLearn 2023, 1, 2023 | 1* | 2023 |
| An Alternating Minimization Algorithm with Trajectory for Direct Exoplanet Detection H Daglayan Sevim, S Vary, PA Absil ESANN 2023-European Symposium on Artificial Neural Networks, Computational …, 2023 | 1 | 2023 |
| Black-Box Uniform Stability for Non-Euclidean Empirical Risk Minimization S Vary, D Martínez-Rubio, P Rebeschini arXiv preprint arXiv:2412.15956, 2024 | | 2024 |
| An alternating minimization algorithm with trajectory for direct exoplanet detection-The AMAT algorithm H Daglayan, S Vary, O Absil, F Cantalloube, V Christiaens, N Gillis, ... Astronomy & Astrophysics 692, A126, 2024 | | 2024 |
| Likelihood ratio map for direct exoplanet detection H Daglayan Sevim, S Vary, F Cantalloube, PA Absil, O Absil 2022 IEEE 5th International Conference on Image Processing Applications and …, 2023 | | 2023 |
| On low-rank plus sparse matrix sensing S Vary PQDT-Global, 2021 | | 2021 |
| Low-rank plus Sparse Matrices: Ill-posedness and Recovery J Tanner, S Vary XXI Householder Symposium on Numerical Linear Algebra, 388, 2020 | | 2020 |
| A computational approach to hyperspectral imaging for long-range target identification S Vary, A Thompson, D Humphreys, J Tanner, RA Lamb Algorithms and Technologies for Multispectral, Hyperspectral, and …, 2018 | | 2018 |
P.-A. AbsilICTEAM, EPL, UCLouvainVerified email at uclouvain.be
