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Simon Vary
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Compressed sensing of low-rank plus sparse matrices
J Tanner, S Vary
Applied and Computational Harmonic Analysis 64, 254-293, 2023
132023
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
92019
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
82018
Optimization flows landing on the Stiefel manifold⋆
B Gao, S Vary, P Ablin, PA Absil
IFAC-PapersOnLine 55 (30), 25-30, 2022
52022
Infeasible Deterministic, Stochastic, and Variance-Reduction Algorithms for Optimization under Orthogonality Constraints
P Ablin, S Vary, B Gao, PA Absil
arXiv preprint arXiv:2303.16510, 2023
42023
A Riemannian proximal Newton method
W Si, PA Absil, W Huang, R Jiang, S Vary
SIAM Journal on Optimization 34 (1), 654-681, 2024
32024
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
32019
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
22023
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
22022
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
Optimization without retraction on the random generalized Stiefel manifold for canonical correlation analysis
S Vary, P Ablin, B Gao, PA Absil
2023
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
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
2023
On low-rank plus sparse matrix sensing
S Vary
University of Oxford, 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
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