Zobrazeno 1 - 10
of 668
pro vyhledávání: '"Huang, Yimin"'
Autor:
Li, Xijun, Zhu, Fangzhou, Zhen, Hui-Ling, Luo, Weilin, Lu, Meng, Huang, Yimin, Fan, Zhenan, Zhou, Zirui, Kuang, Yufei, Wang, Zhihai, Geng, Zijie, Li, Yang, Liu, Haoyang, An, Zhiwu, Yang, Muming, Li, Jianshu, Wang, Jie, Yan, Junchi, Sun, Defeng, Zhong, Tao, Zhang, Yong, Zeng, Jia, Yuan, Mingxuan, Hao, Jianye, Yao, Jun, Mao, Kun
In an era of digital ubiquity, efficient resource management and decision-making are paramount across numerous industries. To this end, we present a comprehensive study on the integration of machine learning (ML) techniques into Huawei Cloud's OptVer
Externí odkaz:
http://arxiv.org/abs/2401.05960
One of the most critical problems in machine learning is HyperParameter Optimization (HPO), since choice of hyperparameters has a significant impact on final model performance. Although there are many HPO algorithms, they either have no theoretical g
Externí odkaz:
http://arxiv.org/abs/2302.01539
Autor:
QIN Fengyin, ZHANG Qishan, LAI Jinjia, HUANG Yimin, HAN Guoyin, SUN Xinglan, WANG Fen, TAN Yibing
Publikováno v:
Zhongguo quanke yixue, Vol 26, Iss 34, Pp 4283-4289 (2023)
Background Stroke high-risk population screening project is a national health project being vigorously promoted in China, but it is found that the participation rate of residents in it is low, which seriously affects the screening efficiency. Screeni
Externí odkaz:
https://doaj.org/article/bbb446f7315f4960b4838385392ad65a
Publikováno v:
Journal of Business Ethics. May2024, Vol. 191 Issue 4, p757-776. 20p.
Federated learning allows multiple participants to conduct joint modeling without disclosing their local data. Vertical federated learning (VFL) handles the situation where participants share the same ID space and different feature spaces. In most VF
Externí odkaz:
http://arxiv.org/abs/2201.06244
Autor:
Lai, Hang, Shen, Jian, Zhang, Weinan, Huang, Yimin, Zhang, Xing, Tang, Ruiming, Yu, Yong, Li, Zhenguo
Model-based reinforcement learning has attracted wide attention due to its superior sample efficiency. Despite its impressive success so far, it is still unclear how to appropriately schedule the important hyperparameters to achieve adequate performa
Externí odkaz:
http://arxiv.org/abs/2111.08550
Autor:
Huang, Yimin
Interacting cellular systems with nano-interfaces has shown great promise in promoting differentiation, regeneration, and stimulation. Functionalized nanostructures can serve as topological cues to mimic the extracellular matrix network to support ce
Externí odkaz:
https://hdl.handle.net/2144/41113
Autor:
Zhu, Guanbin, Wang, Jin-an, Xiao, Dongjian, Guo, Xiaoxi, Huang, Yimin, Guo, Luxin, Li, Minjie, Wu, Huita, Zhang, Yongjun, Wang, Yong
Publikováno v:
In European Journal of Radiology August 2024 177
Publikováno v:
In Separation and Purification Technology 15 January 2024 329
This paper presents a novel and lightweight hyperparameter optimization (HPO) method, MOdular FActorial Design (MOFA). MOFA pursues several rounds of HPO, where each round alternates between exploration of hyperparameter space by factorial design and
Externí odkaz:
http://arxiv.org/abs/2011.09545