69 citations · 423 across the 56 of their papers we have counts for
Showing 2018 · cs.DSShow all
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cs.DS2018★ 4 cited
Beyond Worst-Case Analysis
Tim Roughgarden
In the worst-case analysis of algorithms, the overall performance of an algorithm is summarized by its worst performance on any input. This approach has countless success stories,…
cs.DS2018★ 23 cited
Optimal Algorithms for Continuous Non-monotone Submodular and DR-Submodular Maximization
Rad Niazadeh, Tim Roughgarden, Joshua R. Wang
In this paper we study the fundamental problems of maximizing a continuous non-monotone submodular function over the hypercube, both with and without coordinate-wise concavity. Thi…