Zobrazeno 1 - 10
of 122
pro vyhledávání: '"Shen, ShuTing"'
We derive novel anti-concentration bounds for the difference between the maximal values of two Gaussian random vectors across various settings. Our bounds are dimension-free, scaling with the dimension of the Gaussian vectors only through the smaller
Externí odkaz:
http://arxiv.org/abs/2408.13348
The effective analysis of high-dimensional Electronic Health Record (EHR) data, with substantial potential for healthcare research, presents notable methodological challenges. Employing predictive modeling guided by a knowledge graph (KG), which enab
Externí odkaz:
http://arxiv.org/abs/2312.15611
Principal component analysis (PCA) is one of the most popular methods for dimension reduction. In light of the rapidly growing large-scale data in federated ecosystems, the traditional PCA method is often not applicable due to privacy protection cons
Externí odkaz:
http://arxiv.org/abs/2306.06857
Assortment optimization has received active explorations in the past few decades due to its practical importance. Despite the extensive literature dealing with optimization algorithms and latent score estimation, uncertainty quantification for the op
Externí odkaz:
http://arxiv.org/abs/2301.12254
Publikováno v:
In Chemosphere June 2024 358
Autor:
Hu, Lei, Yang, Jing, Zhang, Cuifeng, Pan, Jin, Shen, Shuting, Su, Liping, Shen, Xuebin, He, Jing, Wang, Hui
Publikováno v:
In Sensors and Actuators: B. Chemical 1 January 2024 398
Autor:
Shen, Shuting, Lu, Junwei
In this paper, we propose an inferential framework testing the general community combinatorial properties of the stochastic block model. Instead of estimating the community assignments, we aim to test the hypothesis on whether a certain community pro
Externí odkaz:
http://arxiv.org/abs/2010.15063
Akademický článek
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Publikováno v:
In Progress in Natural Science: Materials International June 2023 33(3):364-370
Publikováno v:
In Journal of Environmental Sciences May 2023 127:799-810