Simon Vary

According to our database, Simon Vary authored at least 12 papers between 2019 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

On-Average Stability of Multipass Preconditioned SGD and Effective Dimension.

Simon Vary, Tyler Farghly, Ilja Kuzborskij, Patrick Rebeschini

CoRR, March, 2026

2025

Black-Box Uniform Stability for Non-Euclidean Empirical Risk Minimization.

Simon Vary, David Martínez-Rubio, Patrick Rebeschini

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2025

2024

A Riemannian Proximal Newton Method.

Wutao Si, Pierre-Antoine Absil, Wen Huang, Rujun Jiang, Simon Vary

SIAM J. Optim., March, 2024

Infeasible Deterministic, Stochastic, and Variance-Reduction Algorithms for Optimization under Orthogonality Constraints.

Pierre Ablin, Simon Vary, Bin Gao, Pierre-Antoine Absil

J. Mach. Learn. Res., 2024

Optimization without Retraction on the Random Generalized Stiefel Manifold.

Simon Vary, Pierre Ablin, Bin Gao, Pierre-Antoine Absil

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

Low-Rank Plus Sparse Trajectory Decomposition for Direct Exoplanet Imaging.

Simon Vary, Hazan Daglayan, Laurent Jacques, Pierre-Antoine Absil

Proceedings of the IEEE International Conference on Acoustics, 2023

An Alternating Minimization Algorithm with Trajectory for Direct Exoplanet Detection.

Hazan Daglayan, Simon Vary, Pierre-Antoine Absil

Proceedings of the 31st European Symposium on Artificial Neural Networks, 2023

2022

Likelihood ratio map for direct exoplanet detection.

Hazan Daglayan, Simon Vary, Faustine Cantalloube, Pierre-Antoine Absil, Olivier Absil

Proceedings of the 5th IEEE International Conference on Image Processing Applications and Systems, 2022

2020

Compressed sensing of low-rank plus sparse matrices.

Jared Tanner, Simon Vary

CoRR, 2020

2019

Matrix Rigidity and the Ill-Posedness of Robust PCA and Matrix Completion.

Jared Tanner, Andrew Thompson, Simon Vary

SIAM J. Math. Data Sci., 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

Multispectral Snapshot Demosaicing Via Non-Convex Matrix Completion.

Giancarlo A. Antonucci, Simon Vary, David Humphreys, Robert A. Lamb, Jonathan Piper, Jared Tanner

Proceedings of the IEEE Data Science Workshop, 2019