2 citations · 3 across the 3 of their papers we have counts for
3 papers
cs.LG2023★ 1 cited
Online Submodular Maximization via Online Convex Optimization
Tareq Si Salem, Gözde Özcan, Iasonas Nikolaou +2
We study monotone submodular maximization under general matroid constraints in the online setting. We prove that online optimization of a large class of submodular functions, namel…
cs.LG2023
Stochastic Submodular Maximization via Polynomial Estimators
Gözde Özcan, Stratis Ioannidis
In this paper, we study stochastic submodular maximization problems with general matroid constraints, that naturally arise in online learning, team formation, facility location, in…
cs.LG2021★ 2 cited
Submodular Maximization via Taylor Series Approximation
Gözde Özcan, Armin Moharrer, Stratis Ioannidis
We study submodular maximization problems with matroid constraints, in particular, problems where the objective can be expressed via compositions of analytic and multilinear functi…