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Fast Learning for Renewal Optimization in Online Task Scheduling
This paper considers online optimization of a renewal-reward system. A c...
07/18/2020 ∙ by Michael J. Neely, et al. ∙
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Reversible Models for Wireless Multi-Channel Multiple Access
This paper presents a network layer model for a wireless multiple access...
09/15/2019 ∙ by Michael J. Neely, et al. ∙
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Solving Non-smooth Constrained Programs with Lower Complexity than O(1/ε): A Primal-Dual Homotopy Smoothing Approach
We propose a new primal-dual homotopy smoothing algorithm for a linearly...
09/05/2018 ∙ by Xiaohan Wei, et al. ∙
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Learning Aided Optimization for Energy Harvesting Devices with Outdated State Information
This paper considers utility optimal power control for energy harvesting...
01/10/2018 ∙ by Hao Yu, et al. ∙
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Online Convex Optimization with Stochastic Constraints
This paper considers online convex optimization (OCO) with stochastic co...
08/12/2017 ∙ by Hao Yu, et al. ∙
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A Low Complexity Algorithm with O(√(T)) Regret and Finite Constraint Violations for Online Convex Optimization with Long Term Constraints
This paper considers online convex optimization over a complicated const...
04/08/2016 ∙ by Hao Yu, et al. ∙
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