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Mark Eisen

Intel Corporation

A State-Augmented Approach for Learning Optimal Resource Management Decisions in Wireless Networks

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Nov 09, 2022
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State-Augmented Learnable Algorithms for Resource Management in Wireless Networks

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Jul 05, 2022
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Learning Resilient Radio Resource Management Policies with Graph Neural Networks

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Mar 07, 2022
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Communication-Control Co-design in Wireless Edge Industrial Systems

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Feb 08, 2022
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Graph Reinforcement Learning for Wireless Control Systems: Large-Scale Resource Allocation over Interference Channels

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Jan 24, 2022
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Stable and Transferable Wireless Resource Allocation Policies via Manifold Neural Networks

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Oct 10, 2021
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Learning Decentralized Wireless Resource Allocations with Graph Neural Networks

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Jul 03, 2021
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Unsupervised Learning for Asynchronous Resource Allocation in Ad-hoc Wireless Networks

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Nov 05, 2020
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Resource Allocation via Model-Free Deep Learning in Free Space Optical Networks

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Jul 27, 2020
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Resource Allocation via Graph Neural Networks in Free Space Optical Fronthaul Networks

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Jun 26, 2020
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