Maria-Luiza Vladarean
5 papers · 2020–2023 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
Venues
Top co-authors
Research topics
Keywords
convex optimization
(4)
conditional gradient
(3)
variance reduction
(2)
linearization algorithms
(1)
composite optimization
(1)
convergence rate
(1)
linear constraint
(1)
primal-dual method
(1)
adaptive optimization
(1)
gradient flow
(1)
implicit regularization
(1)
accelerated method
(1)
first-order method
(1)
spectral bia
(1)
low-rank structure
(1)
frank-wolfe method
(1)
first-order algorithm
(1)
saddle point
(1)
singular value
(1)
neural network
(1)
Papers
Linearization Algorithms for Fully Composite Optimization
COLT 2023
On the spectral bias of two-layer linear networks
NeurIPS 2023
Faster One-Sample Stochastic Conditional Gradient Method for Composite Convex Minimization
AISTATS 2022
A first-order primal-dual method with adaptivity to local smoothness
NeurIPS 2021
Conditional gradient methods for stochastically constrained convex minimization
ICML 2020