Simon Vary
4 papers · 2024–2026 · 4 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
Venues
Top co-authors
Research topics
Keywords
riemannian optimization
(1)
stochastic optimization
(1)
stochastic gradient descent
(1)
convex optimization
(1)
empirical risk minimization
(1)
canonical correlation analysis
(1)
variance reduction
(1)
excess risk bound
(1)
generalization bound
(1)
convergence rate
(1)
effective dimension
(1)
matrix multiplication
(1)
stiefel manifold
(1)
orthogonality constraint
(1)
uniform convexity
(1)
landing algorithm
(1)
uniform stability
(1)
black-box reduction
(1)
on-average algorithmic stability
(1)
generalized stiefel manifold
(1)
Papers
On-Average Stability of Multipass Preconditioned SGD and Effective Dimension
COLT 2026
Black-Box Uniform Stability for Non-Euclidean Empirical Risk Minimization
AISTATS 2025
Infeasible Deterministic, Stochastic, and Variance-Reduction Algorithms for Optimization under Orthogonality Constraints
JMLR 2024
Optimization without Retraction on the Random Generalized Stiefel Manifold
ICML 2024