Deletion-Robust Submodular Maximization with Knapsack Constraints
Shuang Cui,
Kai Han,
He Huang
Abstract:Submodular maximization algorithms have found wide applications in various fields such as data summarization, recommendation systems, and active learning. In recent years, deletion-robust submodular maximization algorithms have garnered attention due to their significant implications in scenarios where some data points may be removed due to user preferences or privacy concerns, such as in recommendation systems and influence maximization. In this paper, we study the fundamental problem of submodular maximizati… Show more
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