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cs.DS2023★ 1 cited
Practical Parallel Algorithms for Non-Monotone Submodular Maximization
Shuang Cui, Kai Han, Jing Tang +3
Submodular maximization has found extensive applications in various domains within the field of artificial intelligence, including but not limited to machine learning, computer vis…
cs.DS2021
The Power of Randomization: Efficient and Effective Algorithms for Constrained Submodular Maximization
Kai Han, Shuang Cui, Tianshuai Zhu +3
Submodular optimization has numerous applications such as crowdsourcing and viral marketing. In this paper, we study the fundamental problem of non-negative submodular function max…