Zobrazeno 1 - 10
of 82
pro vyhledávání: '"Yang, Shangda"'
Autor:
Yang, Shangda, Zankin, Vitaly, Balandat, Maximilian, Scherer, Stefan, Carlberg, Kevin, Walton, Neil, Law, Kody J. H.
We leverage multilevel Monte Carlo (MLMC) to improve the performance of multi-step look-ahead Bayesian optimization (BO) methods that involve nested expectations and maximizations. Often these expectations must be computed by Monte Carlo (MC). The co
Externí odkaz:
http://arxiv.org/abs/2402.02111
We consider the problem of estimating expectations with respect to a target distribution with an unknown normalizing constant, and where even the unnormalized target needs to be approximated at finite resolution. Under such an assumption, this work b
Externí odkaz:
http://arxiv.org/abs/2210.15390
We analyze the behavior of stochastic approximation algorithms where iterates, in expectation, progress towards an objective at each step. When progress is proportional to the step size of the algorithm, we prove exponential concentration bounds. The
Externí odkaz:
http://arxiv.org/abs/2208.07243
We consider the problem of estimating expectations with respect to a target distribution with an unknown normalizing constant, and where even the unnormalized target needs to be approximated at finite resolution. This setting is ubiquitous across sci
Externí odkaz:
http://arxiv.org/abs/2203.05351
Autor:
Zheng, Zhaofeng, Yang, Shangda, Gou, Fanglin, Tang, Chao, Zhang, Zhaoru, Gu, Quan, Sun, Guohuan, Jiang, Penglei, Wang, Nini, Zhao, Xiangnan, Kang, Junnan, Wang, Yifei, He, Yicheng, Yang, Meng, Lu, Ting, Lu, Shihong, Qian, Pengxu, Zhu, Ping, Cheng, Hui, Cheng, Tao
Publikováno v:
In Blood 15 August 2024 144(7):742-756
Akademický článek
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Autor:
Wang, Nini, Yang, Shangda, Li, Yu, Gou, Fanglin, Lv, Yanling, Zhao, Xiangnan, Wang, Yifei, Xu, Chang, Zhou, Bin, Dong, Fang, Ju, Zhenyu, Cheng, Tao, Cheng, Hui
Publikováno v:
Protein & Cell; Nov2024, Vol. 15 Issue 11, p840-857, 18p
Autor:
Wu, Fangjuan1,2 (AUTHOR), Yang, Shangda1 (AUTHOR), Huang, Li1 (AUTHOR), Hu, Jiahuan1 (AUTHOR), Li, Guifeng1 (AUTHOR), Chen, Haoxiang1 (AUTHOR), Fang, Hui1,2,3 (AUTHOR) hfang79@163.com
Publikováno v:
Polymer Composites. Jul2023, Vol. 44 Issue 7, p4047-4054. 8p.
Publikováno v:
Foundations of Computational Mathematics; Aug2024, Vol. 24 Issue 4, p1249-1304, 56p
Akademický článek
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