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20162021
most citedDistillation-Based Semi-Supervised Federated Learning for Communication-Efficient Collaborative Training with Non-IID Private Data

351 citations · 591 across the 22 of their papers we have counts for

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2 papers · 1 filter

cs.LG2021★ 1 cited

Zero-Shot Adaptation for mmWave Beam-Tracking on Overhead Messenger Wires through Robust Adversarial Reinforcement Learning

Masao Shinzaki, Yusuke Koda, Koji Yamamoto +5

Millimeter wave (mmWave) beam-tracking based on machine learning enables the development of accurate tracking policies while obviating the need to periodically solve beam-optimizat…

cs.LG2019★ 17 cited

Hybrid-FL for Wireless Networks: Cooperative Learning Mechanism Using Non-IID Data

Naoya Yoshida, Takayuki Nishio, Masahiro Morikura +2

This paper proposes a cooperative mechanism for mitigating the performance degradation due to non-independent-and-identically-distributed (non-IID) data in collaborative machine le…