Multispectral Snapshot Demosaicing Via Non-Convex Matrix Completion. - Giancarlo A. Antonucci; Simon Vary; David Humphreys; Robert A. Lamb; Jonathan Piper; Jared Tanner (DSW, 2019)

Multilspectral snapshot demosaicing via non-convex matrix completion. - Giancarlo A. Antonucci; Simon Vary; David Humphreys; Robert A. Lamb; Jonathan Piper; Jared Tanner (CoRR, 2019)

Matrix Rigidity and the Ill-Posedness of Robust PCA and Matrix Completion. - Jared Tanner; Andrew Thompson 001; Simon Vary (SIAM J. Math. Data Sci., 2019)

Compressed sensing of low-rank plus sparse matrices. - Jared Tanner; Simon Vary (CoRR, 2020)

Likelihood ratio map for direct exoplanet detection. - Hazan Daglayan; Simon Vary; Faustine Cantalloube; Pierre-Antoine Absil; Olivier Absil (IPAS, 2022)

An Alternating Minimization Algorithm with Trajectory for Direct Exoplanet Detection. - Hazan Daglayan; Simon Vary; Pierre-Antoine Absil (ESANN, 2023)

Low-Rank Plus Sparse Trajectory Decomposition for Direct Exoplanet Imaging. - Simon Vary; Hazan Daglayan; Laurent Jacques; Pierre-Antoine Absil (ICASSP, 2023)

Infeasible Deterministic, Stochastic, and Variance-Reduction Algorithms for Optimization under Orthogonality Constraints. - Pierre Ablin; Simon Vary; Bin Gao 007; Pierre-Antoine Absil (CoRR, 2023)

Optimization without Retraction on the Random Generalized Stiefel Manifold. - Simon Vary; Pierre Ablin; Bin Gao 007; Pierre-Antoine Absil (ICML, 2024)

A Riemannian Proximal Newton Method. - Wutao Si; Pierre-Antoine Absil; Wen Huang 001; Rujun Jiang; Simon Vary (SIAM J. Optim., 2024)

Black-Box Uniform Stability for Non-Euclidean Empirical Risk Minimization. - Simon Vary; David Martínez-Rubio; Patrick Rebeschini (AISTATS, 2025)