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Christopher G. Brinton

Multi-Agent Hybrid SAC for Joint SS-DSA in CRNs

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Apr 22, 2024
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Minimum Description Feature Selection for Complexity Reduction in Machine Learning-based Wireless Positioning

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Apr 21, 2024
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Asynchronous Federated Reinforcement Learning with Policy Gradient Updates: Algorithm Design and Convergence Analysis

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Apr 15, 2024
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Unsupervised Federated Optimization at the Edge: D2D-Enabled Learning without Labels

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Apr 15, 2024
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Smart Information Exchange for Unsupervised Federated Learning via Reinforcement Learning

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Feb 15, 2024
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Complexity Reduction in Machine Learning-Based Wireless Positioning: Minimum Description Features

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Feb 14, 2024
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Decentralized Sporadic Federated Learning: A Unified Methodology with Generalized Convergence Guarantees

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Feb 05, 2024
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Rethinking the Starting Point: Enhancing Performance and Fairness of Federated Learning via Collaborative Pre-Training

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Feb 03, 2024
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Communication-Efficient Multimodal Federated Learning: Joint Modality and Client Selection

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Jan 30, 2024
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Only Send What You Need: Learning to Communicate Efficiently in Federated Multilingual Machine Translation

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Jan 15, 2024
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