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cs.LG2021
Fast First-Order Methods for Monotone Strongly DR-Submodular Maximization
Omid Sadeghi, Maryam Fazel
Continuous DR-submodular functions are a class of functions that satisfy the Diminishing Returns (DR) property, which implies that they are concave along non-negative directions. E…
cs.LG2021★ 1 cited
Improved Regret Bounds for Online Submodular Maximization
Omid Sadeghi, Prasanna Raut, Maryam Fazel
In this paper, we consider an online optimization problem over rounds where at each step , the algorithm chooses an action from the fixed convex and compact doma…