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Jul, 2024
线性子模最大化与赌徒反馈
Linear Submodular Maximization with Bandit Feedback
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Wenjing Chen, Victoria G. Crawford
TL;DR
在带有赌博反馈的子模函数优化中，考虑使用逼近算法来最大化线性结构的子模客观函数，通过模拟算法和实证研究检验了样本效率与线性结构的关系。
Abstract
submodular optimization
with
bandit feedback
has recently been studied in a variety of contexts. In a number of real-world applications such as diversified recommender systems and data summarization, the submodul
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