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20202022
most citedDistillation-Based Semi-Supervised Federated Learning for Communication-Efficient Collaborative Training with Non-IID Private Data

351 citations · 395 across the 10 of their papers we have counts for

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eess.SP2021★ 16 cited

Beamforming Feedback-based Model-Driven Angle of Departure Estimation Toward Legacy Support in WiFi Sensing: An Experimental Study

Sohei Itahara, Sota Kondo, Kota Yamashita +3

This study experimentally validated the possibility of angle of departure (AoD) estimation using multiple signal classification (MUSIC) with only WiFi control frames for beamformin…

eess.SP2021★ 2 cited

Packet-Loss-Tolerant Split Inference for Delay-Sensitive Deep Learning in Lossy Wireless Networks

Sohei Itahara, Takayuki Nishio, Koji Yamamoto

The distributed inference framework is an emerging technology for real-time applications empowered by cutting-edge deep machine learning (ML) on resource-constrained Internet of th…