5 citations · 13 across the 8 of their papers we have counts for
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cs.LG2022★ 1 cited
Watch from sky: machine-learning-based multi-UAV network for predictive police surveillance
Ryusei Sugano, Ryoichi Shinkuma, Takayuki Nishio +2
This paper presents the watch-from-sky framework, where multiple unmanned aerial vehicles (UAVs) play four roles, i.e., sensing, data forwarding, computing, and patrolling, for pre…
cs.LG2020★ 4 cited
Estimation of Individual Device Contributions for Incentivizing Federated Learning
Takayuki Nishio, Ryoichi Shinkuma, Narayan B. Mandayam
Federated learning (FL) is an emerging technique used to train a machine-learning model collaboratively using the data and computation resource of the mobile devices without exposi…