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08/18/2022
Communication-Efficient Decentralized Online Continuous DR-Submodular Maximization
Maximizing a monotone submodular function is a fundamental task in machi...
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08/16/2022
Online Learning for Non-monotone Submodular Maximization: From Full Information to Bandit Feedback
In this paper, we revisit the online non-monotone continuous DR-submodul...
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01/03/2022
Continuous Submodular Maximization: Boosting via Non-oblivious Function
In this paper, we revisit the constrained and stochastic continuous subm...
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12/28/2021
Online Allocation with Two-sided Resource Constraints
Motivated by many interesting real-world applications in logistics and o...
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07/12/2021