Maria-Luiza Vladarean

activity

20202023

most citedConditional gradient methods for stochastically constrained convex minimization

3 citations · 3 across the 3 of their papers we have counts for

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2 papers · 1 filter

math.OC2023

Linearization Algorithms for Fully Composite Optimization

Maria-Luiza Vladarean, Nikita Doikov, Martin Jaggi +1

This paper studies first-order algorithms for solving fully composite optimization problems over convex and compact sets. We leverage the structure of the objective by handling its…

math.OC2021

A first-order primal-dual method with adaptivity to local smoothness

Maria-Luiza Vladarean, Yura Malitsky, Volkan Cevher

We consider the problem of finding a saddle point for the convex-concave objective $min_{x} max_{y} f (x) + ⟨ A x, y ⟩ - g^{*} (y)$ , where $f$ is a convex function with locally…