Concepedia

Sohei Itahara

SI

5

Publications

89

Citations

5

H-Index

2021

Active since

Affiliations

Kyoto University(Current)

Kyoto College of Graduate Studies for Informatics

University of Oulu

Tokyo Institute of Technology

Sohei Itahara is an author at Kyoto University specializing in internet of things, deep learning, and edge computing.

Top concepts

EngineeringData ScienceDeep LearningEdge ComputingComputer ScienceMachine LearningMobile ComputingInternet Of ThingsSystems EngineeringComputer Engineering

Publications per year

2021–2022

5

Publications

5

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

Sohei Itahara, Takayuki Nishio, Yusuke Koda et al. · IEEE Transactions on Mobile Computing · 2021 · 35 citations · Full text

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

Sohei Itahara, Takayuki Nishio, Koji Yamamoto · 2021 IEEE Global Communications Conference (GLOBECOM) · 2021 · 16 citations

Communication-Oriented Model Fine-Tuning for Packet-Loss Resilient Distributed Inference Under Highly Lossy IoT Networks

Sohei Itahara, Takayuki Nishio, Yusuke Koda et al. · IEEE Access · 2022 · 15 citations · Full text

Cross-layer Optimization, Engineering, Machine Learning +19

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

Sohei Itahara, Sota Kondo, Kota Yamashita et al. · IEEE Access · 2022 · 13 citations · Full text

Bi-Directional Beamforming Feedback-Based Firmware-Agnostic WiFi Sensing: An Empirical Study

Sota Kondo, Sohei Itahara, Kota Yamashita et al. · IEEE Access · 2022 · 10 citations · Full text

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