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Showing 21 - 40 results of 140 for search '"IEEE Transactions on Machine Learning in Communications and Networking"', query time: 0.12s Refine Results
  1. 21
    Getting the Best Out of Both Worlds: Algorithms for Hierarchical Inference at the Edge

    Getting the Best Out of Both Worlds: Algorithms for Hierarchical Inference at the Edge by Vishnu Narayanan Moothedath, Jaya Prakash Champati, James Gross

    Published 2024-01-01
    “…IEEE Transactions on Machine Learning in Communications and Networking…”
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  2. 22
    Removing the Need for Ground Truth UWB Data Collection: Self-Supervised Ranging Error Correction Using Deep Reinforcement Learning

    Removing the Need for Ground Truth UWB Data Collection: Self-Supervised Ranging Error Correction Using Deep Reinforcement Learning by Dieter Coppens, Ben van Herbruggen, Adnan Shahid, Eli de Poorter

    Published 2024-01-01
    “…IEEE Transactions on Machine Learning in Communications and Networking…”
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  3. 23
    Fast Context Adaptation in Cost-Aware Continual Learning

    Fast Context Adaptation in Cost-Aware Continual Learning by Seyyidahmed Lahmer, Federico Mason, Federico Chiariotti, Andrea Zanella

    Published 2024-01-01
    “…IEEE Transactions on Machine Learning in Communications and Networking…”
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  4. 24
    A New Heterogeneous Hybrid Massive MIMO Receiver With an Intrinsic Ability of Removing Phase Ambiguity of DOA Estimation via Machine Learning

    A New Heterogeneous Hybrid Massive MIMO Receiver With an Intrinsic Ability of Removing Phase Ambiguity of DOA Estimation via Machine Learning by Feng Shu, Baihua Shi, Yiwen Chen, Jiatong Bai, Yifan Li, Tingting Liu, Zhu Han, Xiaohu You

    Published 2025-01-01
    “…IEEE Transactions on Machine Learning in Communications and Networking…”
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  5. 25
    Deep Ensemble Learning With Pruning for DDoS Attack Detection in IoT Networks

    Deep Ensemble Learning With Pruning for DDoS Attack Detection in IoT Networks by Makhduma F. Saiyedand, Irfan Al-Anbagi

    Published 2024-01-01
    “…IEEE Transactions on Machine Learning in Communications and Networking…”
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  6. 26
    Incentivization and Aggregation Schemes for Federated Learning Applications

    Incentivization and Aggregation Schemes for Federated Learning Applications by Vikas Hassija, Vaibhav Chawla, Vinay Chamola, Biplab Sikdar

    Published 2023-01-01
    “…IEEE Transactions on Machine Learning in Communications and Networking…”
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  7. 27
    Knowledge- and Model-Driven Deep Reinforcement Learning for Efficient Federated Edge Learning: Single- and Multi-Agent Frameworks

    Knowledge- and Model-Driven Deep Reinforcement Learning for Efficient Federated Edge Learning: Single- and Multi-Agent Frameworks by Yangchen Li, Lingzhi Zhao, Tianle Wang, Lianghui Ding, Feng Yang

    Published 2025-01-01
    “…IEEE Transactions on Machine Learning in Communications and Networking…”
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  8. 28
    Risk-Aware Reinforcement Learning Framework for User-Centric O-RAN

    Risk-Aware Reinforcement Learning Framework for User-Centric O-RAN by Shahrukh Khan Kasi, Fahd Ahmed Khan, Sabit Ekin, Ali Imran

    Published 2025-01-01
    “…IEEE Transactions on Machine Learning in Communications and Networking…”
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  9. 29
    Conditional Denoising Diffusion Probabilistic Models for Data Reconstruction Enhancement in Wireless Communications

    Conditional Denoising Diffusion Probabilistic Models for Data Reconstruction Enhancement in Wireless Communications by Mehdi Letafati, Samad Ali, Matti Latva-Aho

    Published 2025-01-01
    “…IEEE Transactions on Machine Learning in Communications and Networking…”
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  10. 30
    Convergence-Privacy-Fairness Trade-Off in Personalized Federated Learning

    Convergence-Privacy-Fairness Trade-Off in Personalized Federated Learning by Xiyu Zhao, Qimei Cui, Weicai Li, Wei Ni, Ekram Hossain, Quan Z. Sheng, Xiaofeng Tao, Ping Zhang

    Published 2025-01-01
    “…IEEE Transactions on Machine Learning in Communications and Networking…”
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  11. 31
    Out-of-Distribution in Image Semantic Communication: A Solution With Multimodal Large Language Models

    Out-of-Distribution in Image Semantic Communication: A Solution With Multimodal Large Language Models by Feifan Zhang, Yuyang Du, Kexin Chen, Yulin Shao, Soung Chang Liew

    Published 2025-01-01
    “…IEEE Transactions on Machine Learning in Communications and Networking…”
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  12. 32
    Smart Jamming Attack and Mitigation on Deep Transfer Reinforcement Learning Enabled Resource Allocation for Network Slicing

    Smart Jamming Attack and Mitigation on Deep Transfer Reinforcement Learning Enabled Resource Allocation for Network Slicing by Shavbo Salehi, Hao Zhou, Medhat Elsayed, Majid Bavand, Raimundas Gaigalas, Yigit Ozcan, Melike Erol-Kantarci

    Published 2024-01-01
    “…IEEE Transactions on Machine Learning in Communications and Networking…”
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  13. 33
    Anticipating Optical Availability in Hybrid RF/FSO Links Using RF Beacons and Deep Learning

    Anticipating Optical Availability in Hybrid RF/FSO Links Using RF Beacons and Deep Learning by Mostafa Ibrahim, Arsalan Ahmad, Sabit Ekin, Peter LoPresti, Serhat Altunc, Obadiah Kegege, John F. O'Hara

    Published 2024-01-01
    “…IEEE Transactions on Machine Learning in Communications and Networking…”
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  14. 34
    STTMC: A Few-Shot Spatial Temporal Transductive Modulation Classifier

    STTMC: A Few-Shot Spatial Temporal Transductive Modulation Classifier by Yunhao Shi, Hua Xu, Zisen Qi, Yue Zhang, Dan Wang, Lei Jiang

    Published 2024-01-01
    “…IEEE Transactions on Machine Learning in Communications and Networking…”
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  15. 35
    ML-Enabled Millimeter-Wave Software-Defined Radio With Programmable Directionality

    ML-Enabled Millimeter-Wave Software-Defined Radio With Programmable Directionality by Marc Jean, Murat Yuksel, Xun Gong

    Published 2024-01-01
    “…IEEE Transactions on Machine Learning in Communications and Networking…”
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  16. 36
    Privacy-Preserving Federated Class-Incremental Learning

    Privacy-Preserving Federated Class-Incremental Learning by Jue Xiao, Xueming Tang, Songfeng Lu

    Published 2024-01-01
    “…IEEE Transactions on Machine Learning in Communications and Networking…”
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  17. 37
    Distinguishable IQ Feature Representation for Domain-Adaptation Learning of WiFi Device Fingerprints

    Distinguishable IQ Feature Representation for Domain-Adaptation Learning of WiFi Device Fingerprints by Abdurrahman Elmaghbub, Bechir Hamdaoui

    Published 2024-01-01
    “…IEEE Transactions on Machine Learning in Communications and Networking…”
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  18. 38
    Hierarchical Reinforcement Learning for Multi-Layer Multi-Service Non-Terrestrial Vehicular Edge Computing

    Hierarchical Reinforcement Learning for Multi-Layer Multi-Service Non-Terrestrial Vehicular Edge Computing by Swapnil Sadashiv Shinde, Daniele Tarchi

    Published 2024-01-01
    “…IEEE Transactions on Machine Learning in Communications and Networking…”
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  19. 39
    Relay Placement for Maximum Flow Rate via Learning and Optimization Over Riemannian Manifolds

    Relay Placement for Maximum Flow Rate via Learning and Optimization Over Riemannian Manifolds by Imtiaz Nasim, Ahmed S. Ibrahim

    Published 2023-01-01
    “…IEEE Transactions on Machine Learning in Communications and Networking…”
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  20. 40
    ORANSight-2.0: Foundational LLMs for O-RAN

    ORANSight-2.0: Foundational LLMs for O-RAN by Pranshav Gajjar, Vijay K. Shah

    Published 2025-01-01
    “…IEEE Transactions on Machine Learning in Communications and Networking…”
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