Zobrazeno 1 - 10
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pro vyhledávání: '"ZHANG, JAMES"'
Recently, models for user representation learning have been widely applied in click-through-rate (CTR) and conversion-rate (CVR) prediction. Usually, the model learns a universal user representation as the input for subsequent scenario-specific model
Externí odkaz:
http://arxiv.org/abs/2409.14945
Autor:
Zhou, Fan, Pan, Chen, Ma, Lintao, Liu, Yu, Zhang, James, Zhou, Jun, Mei, Hongyuan, Lin, Weitao, Zhuang, Zi, Ning, Wenxin, Hu, Yunhua, Xue, Siqiao
Time series forecasts of different temporal granularity are widely used in real-world applications, e.g., sales prediction in days and weeks for making different inventory plans. However, these tasks are usually solved separately without ensuring coh
Externí odkaz:
http://arxiv.org/abs/2406.12242
Autor:
Wang, Shiyu, Wu, Haixu, Shi, Xiaoming, Hu, Tengge, Luo, Huakun, Ma, Lintao, Zhang, James Y., Zhou, Jun
Time series forecasting is widely used in extensive applications, such as traffic planning and weather forecasting. However, real-world time series usually present intricate temporal variations, making forecasting extremely challenging. Going beyond
Externí odkaz:
http://arxiv.org/abs/2405.14616
We study the ozone group of noetherian Artin--Schelter regular algebras satisfying a polynomial identity (or PI for short). The ozone group was shown in previous work by the authors to be an important invariant in the study of PI skew polynomial ring
Externí odkaz:
http://arxiv.org/abs/2312.13014
Automorphism, isomorphism, and embedding problems are investigated for a family of Nambu-Poisson algebras (or $n$-Lie Poisson algebras) using Poisson valuations.
Comment: 49 pages. arXiv admin note: text overlap with arXiv:2309.05511
Comment: 49 pages. arXiv admin note: text overlap with arXiv:2309.05511
Externí odkaz:
http://arxiv.org/abs/2312.00958
Although water is almost transparent to visible light, we demonstrate that the air-water interface interacts strongly with visible light via what we hypothesize as the photomolecular effect. In this effect, transverse-magnetic polarized photons cleav
Externí odkaz:
http://arxiv.org/abs/2310.19832
Autor:
Jiang, Gangwei, Jiang, Caigao, Xue, Siqiao, Zhang, James Y., Zhou, Jun, Lian, Defu, Wei, Ying
Continual pre-training has been urgent for adapting a pre-trained model to a multitude of domains and tasks in the fast-evolving world. In practice, a continually pre-trained model is expected to demonstrate not only greater capacity when fine-tuned
Externí odkaz:
http://arxiv.org/abs/2310.13024
Autor:
Jin, Ming, Wen, Qingsong, Liang, Yuxuan, Zhang, Chaoli, Xue, Siqiao, Wang, Xue, Zhang, James, Wang, Yi, Chen, Haifeng, Li, Xiaoli, Pan, Shirui, Tseng, Vincent S., Zheng, Yu, Chen, Lei, Xiong, Hui
Temporal data, notably time series and spatio-temporal data, are prevalent in real-world applications. They capture dynamic system measurements and are produced in vast quantities by both physical and virtual sensors. Analyzing these data types is vi
Externí odkaz:
http://arxiv.org/abs/2310.10196
Autor:
Pan, Chen, Zhou, Fan, Hu, Xuanwei, Zhu, Xinxin, Ning, Wenxin, Zhuang, Zi, Xue, Siqiao, Zhang, James, Hu, Yunhua
Deciding the best future execution time is a critical task in many business activities while evolving time series forecasting, and optimal timing strategy provides such a solution, which is driven by observed data. This solution has plenty of valuabl
Externí odkaz:
http://arxiv.org/abs/2310.05479