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Bayesian Over-the-Air FedAvg via Channel Driven Stochastic Gradient Langevin Dynamics
Conference
Zhang, Boning
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Liu, Dongzhu
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Simeone, Osvaldo
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Zhu, Guangxu
GLOBECOM 2023 - 2023 IEEE Global Communications Conference Global Communications Conference, GLOBECOM 2023 - 2023 IEEE. :5286-5291 Dec, 2023
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Convergence Analysis of Over-the-Air FL with Compression and Power Control via Clipping
Conference
Wen, Haifeng
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Xing, Hong
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Simeone, Osvaldo
GLOBECOM 2023 - 2023 IEEE Global Communications Conference Global Communications Conference, GLOBECOM 2023 - 2023 IEEE. :267-272 Dec, 2023
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Calibrating Bayesian Learning via Regularization, Confidence Minimization, and Selective Inference
Report
Huang, Jiayi
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Park, Sangwoo
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Simeone, Osvaldo
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Neuromorphic In-Context Learning for Energy-Efficient MIMO Symbol Detection
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Song, Zihang
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Simeone, Osvaldo
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Rajendran, Bipin
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Cell-Free Multi-User MIMO Equalization via In-Context Learning
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Zecchin, Matteo
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Yu, Kai
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Simeone, Osvaldo
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Neuromorphic Split Computing with Wake-Up Radios: Architecture and Design via Digital Twinning
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Chen, Jiechen
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Park, Sangwoo
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Popovski, Petar
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Poor, H. Vincent
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Neuromorphic Wireless Device-Edge Co-Inference via the Directed Information Bottleneck
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Ke, Yuzhen
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Utkovski, Zoran
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Heshmati, Mehdi
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Simeone, Osvaldo
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Dommel, Johannes
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Stanczak, Slawomir
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Cell-Free MIMO Perceptive Mobile Networks: Cloud vs. Edge Processing
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Jeong, Seongah
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Kang, Jinkyu
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Simeone, Osvaldo
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Shamai, Shlomo
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CSI Transfer From Sub-6G to mmWave: Reduced-Overhead Multi-User Hybrid Beamforming
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Deng, Weicao
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Li, Min
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Zhao, Ming-Min
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Zhao, Min-Jian
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Simeone, Osvaldo
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Multi-Fidelity Bayesian Optimization With Across-Task Transferable Max-Value Entropy Search
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Zhang, Yunchuan
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Park, Sangwoo
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Simeone, Osvaldo
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