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May, 2023
子模极小化优化:寻找有效集合
Submodular Minimax Optimization: Finding Effective Sets
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Loay Mualem, Ethan R. Elenberg, Moran Feldman, Amin Karbasi
TL;DR
研究通过提出算法解决组合优化中的迷你最大化问题,并将其成功应用于机器学习领域,包括提问和对话状态检测等多个应用中的鲁棒解决方案。
Abstract
Despite the rich existing literature about
minimax optimization
in continuous settings, only very partial results of this kind have been obtained for
combinatorial settings
. In this paper, we fill this gap by pro
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