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

Aug 14, 2020
Sohei Itahara, Takayuki Nishio, Yusuke Koda, Masahiro Morikura, Koji Yamamoto


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Lottery Hypothesis based Unsupervised Pre-training for Model Compression in Federated Learning

Apr 21, 2020
Sohei Itahara, Takayuki Nishio, Masahiro Morikura, Koji Yamamoto


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

May 17, 2019
Naoya Yoshida, Takayuki Nishio, Masahiro Morikura, Koji Yamamoto, Ryo Yonetani


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Deep Reinforcement Learning-Based Channel Allocation for Wireless LANs with Graph Convolutional Networks

May 17, 2019
Kota Nakashima, Shotaro Kamiya, Kazuki Ohtsu, Koji Yamamoto, Takayuki Nishio, Masahiro Morikura


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