Výsledky vyhledávání - "Shi, Hongrui"

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Closing the Gap between Client and Global Model Performance in Heterogeneous Federated Learning

Autor: Shi, Hongrui, Radu, Valentin, Yang, Po

The heterogeneity of hardware and data is a well-known and studied problem in the community of Federated Learning (FL) as running under heterogeneous settings. Recently, custom-size client models trained with Knowledge Distillation (KD) has emerged a

Externí odkaz: http://arxiv.org/abs/2211.03457

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Data Selection for Efficient Model Update in Federated Learning

Autor: Shi, Hongrui, Radu, Valentin

The Federated Learning (FL) workflow of training a centralized model with distributed data is growing in popularity. However, until recently, this was the realm of contributing clients with similar computing capability. The fast expanding IoT space a

Externí odkaz: http://arxiv.org/abs/2111.03512

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Akademický článek

A meta-analysis on the demand rate of Traditional Chinese Medicine nursing technology for older adults (老年人中医护理技术需求率的Meta分析)

Autor: JIN Yuanyuan (晋源媛), ZHAO Huimin (赵慧敏), ZHAI Yanping (翟艳萍), SHI Hongrui (史宏睿), YAN Zhili (延芝丽), REN Chongjia (任崇嘉), LIU Xingyu (刘星宇), YANG Zhilan (杨支兰)

Publikováno v: 中西医结合护理, Vol 9, Iss 10, Pp 73-81 (2023)

Objective To systematically evaluate the demand rate of Traditional Chinese Medicine(TCM) nursing technology for older adults in China. Methods The Web of Science, Cochrane Library, PubMed, Embase, CNKI, CQ VIP, WanFang Data and SinoMed were retrieve

Externí odkaz: https://doaj.org/article/b711048a40684be7acf0f69564fa0984