Zobrazeno 1 - 10
of 346
pro vyhledávání: '"Liu, Yuxing"'
Adaptive gradient methods have been widely adopted in training large-scale deep neural networks, especially large foundation models. Despite the huge success in practice, their theoretical advantages over classical gradient methods with uniform step
Externí odkaz:
http://arxiv.org/abs/2406.15244
Given any non-central interior point $o$ of the unit disc $D$, the diameter $L$ through $o$ is the union of two linear arcs emanating from $o$ which meet $\partial D$ orthogonally, the shorter of them stable and the longer unstable (under these bound
Externí odkaz:
http://arxiv.org/abs/2404.01525
This paper considers the optimization problem of the form $\min_{{\bf x}\in{\mathbb R}^d} f({\bf x})\triangleq \frac{1}{n}\sum_{i=1}^n f_i({\bf x})$, where $f(\cdot)$ satisfies the Polyak--{\L}ojasiewicz (PL) condition with parameter $\mu$ and $\{f_i
Externí odkaz:
http://arxiv.org/abs/2402.02569
Heavy-ball momentum with decaying learning rates is widely used with SGD for optimizing deep learning models. In contrast to its empirical popularity, the understanding of its theoretical property is still quite limited, especially under the standard
Externí odkaz:
http://arxiv.org/abs/2312.14567
Publikováno v:
In Journal of Materials Processing Tech. November 2024 332
Autor:
Liao, Wei, Liu, Yuxing, Ma, Mingming, Wang, Dafeng, Zhou, Longzao, Wang, Zhaoyang, Gong, Mengcheng, Shi, Lin, Gao, Ming
Publikováno v:
In Optics and Laser Technology November 2024 178
Autor:
Zheng, Wei, Sun, Qi, Yang, Wanliang, Yang, Zequn, Leng, Lijian, Liu, Yuxing, Chen, Jiefeng, Zu, Hongxiao, Tang, Qinyuan, Li, Hailong
Publikováno v:
In Separation and Purification Technology 19 February 2025 354 Part 7
Autor:
Sun, Tongrui, Yang, Wanting, Zhang, Weida, Liu, Yuxing, Li, Lingling, Cheng, Shaobo, Chen, Guogang
Publikováno v:
In Postharvest Biology and Technology February 2025 220
Publikováno v:
In Postharvest Biology and Technology January 2025 219
Autor:
SONG Awei, LIU Yuxing, WANG Xiangping, XIE Wenping, ZHANG Chenping, JIANG Xiaodong, YAO Rongjiang
Publikováno v:
Guan'gai paishui xuebao, Vol 42, Iss 12, Pp 7-14 (2023)
【Objective】 Crop yield is inherently influenced by soil properties. This paper analyzes the spatial distribution of soil properties in Hetao Irrigation District (HID) and its relationship with crop yields, from which we propose how to optimize ir
Externí odkaz:
https://doaj.org/article/f836dba2b80041f19ed2bd983b810bbd