Simon Vary

16 papers A* 1A 1B 1C 1Misc 1Journal 10Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
On-Average Stability of Multipass Preconditioned SGD and Effective Dimension.
CoRR
Simon Vary, Tyler Farghly, Ilja Kuzborskij, Patrick Rebeschini
2025 A conf
Black-Box Uniform Stability for Non-Euclidean Empirical Risk Minimization.
AISTATS
Simon Vary, David Martínez-Rubio, Patrick Rebeschini
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
Black-Box Uniform Stability for Non-Euclidean Empirical Risk Minimization.
CoRR
Simon Vary, David Martínez-Rubio, Patrick Rebeschini
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
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
2022 C conf
Likelihood ratio map for direct exoplanet detection.
IPAS
Hazan Daglayan, Simon Vary, Faustine Cantalloube, Pierre-Antoine Absil, Olivier Absil
2020 J jnl
Compressed sensing of low-rank plus sparse matrices.
CoRR
Jared Tanner, Simon Vary
2019 J jnl
Matrix Rigidity and the Ill-Posedness of Robust PCA and Matrix Completion.
SIAM J. Math. Data Sci.
Jared Tanner, Andrew Thompson, Simon Vary
2019 J jnl
Multilspectral snapshot demosaicing via non-convex matrix completion.
CoRR
Giancarlo A. Antonucci, Simon Vary, David Humphreys, Robert A. Lamb, Jonathan Piper, Jared Tanner
2019 — conf
Multispectral Snapshot Demosaicing Via Non-Convex Matrix Completion.
DSW
Giancarlo A. Antonucci, Simon Vary, David Humphreys, Robert A. Lamb, Jonathan Piper, Jared Tanner
2018 J jnl
Matrix rigidity and the ill-posedness of Robust PCA and matrix completion.
CoRR
Jared Tanner, Andrew Thompson, Simon Vary