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On the Beilinson-Bloch-Kato conjecture for Rankin-Selberg motives 期刊论文
INVENTIONES MATHEMATICAE, 2022, 页码: 269
Authors:  Liu, Yifeng;  Tian, Yichao;  Xiao, Liang;  Zhang, Wei;  Zhu, Xinwen
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On the Asymptotic Convergence and Acceleration of Gradient Methods 期刊论文
JOURNAL OF SCIENTIFIC COMPUTING, 2022, 卷号: 90, 期号: 1, 页码: 29
Authors:  Huang, Yakui;  Dai, Yu-Hong;  Liu, Xin-Wei;  Zhang, Hongchao
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Gradient methods  Asymptotic convergence  Spectral property  Acceleration of gradient methods  Barzilai-Borwein method  Unconstrained optimization  Quadratic optimization  
Agent's Optimal Compensation Under Inflation Risk by Using Dynamic Contract Model 期刊论文
JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY, 2021, 卷号: 34, 期号: 6, 页码: 2291-2309
Authors:  Fei Chen;  Fei Weiyin;  Zhang Fanhong;  Yang Xiaoguang
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Equity incentive  inflation risk  Ito formula  principal-agent problem  the martingale representation theorem  
Control design for maximal capability of disturbance rejection under general control input saturation 期刊论文
JOURNAL OF THE FRANKLIN INSTITUTE-ENGINEERING AND APPLIED MATHEMATICS, 2021, 卷号: 358, 期号: 18, 页码: 9771-9793
Authors:  Song, Xiaojing;  Xue, Wenchao;  Zhao, Yanlong
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Almost sure convergence of randomised-difference descent algorithm for stochastic convex optimisation 期刊论文
IET CONTROL THEORY AND APPLICATIONS, 2021, 页码: 12
Authors:  Geng, Xiaoxue;  Huang, Gao;  Zhao, Wenxiao
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On estimating optimal regime for treatment initiation time based on restricted mean residual lifetime 期刊论文
BIOMETRICS, 2021, 页码: 13
Authors:  Chen, Xin;  Song, Rui;  Zhang, Jiajia;  Adams, Swann Arp;  Sun, Liuquan;  Lu, Wenbin
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individualized treatment regime  kernel estimation  optimal treatment initiation time  time-to-event data  value function  
Data-driven rogue waves and parameter discovery in the defocusing nonlinear Schrodinger equation with a potential using the PINN deep learning 期刊论文
PHYSICS LETTERS A, 2021, 卷号: 404, 页码: 7
Authors:  Wang, Li;  Yan, Zhenya
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Defocusing NLS equation with the  time-dependent potential  Initial-boundary value conditions  Physics-informed neural networks  Deep learning  Data-driven rogue waves and parameter discovery  
Higher order difference operators and uniqueness of meromorphic functions 期刊论文
ANALYSIS AND MATHEMATICAL PHYSICS, 2021, 卷号: 11, 期号: 2, 页码: 13
Authors:  Fang, Mingliang;  Wang, Yuefei
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Meromorphic functions  Value distribution  Borel exceptional values  Differences  
A General Framework for Nonparametric Identification of Nonlinear Stochastic Systems 期刊论文
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2021, 卷号: 66, 期号: 6, 页码: 2449-2464
Authors:  Zhao, Wenxiao;  Weyer, Erik;  Yin, George
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Convex optimization  nonlinear autoregressive systems with exogenous inputs (NARX)  nonparametric  identification  stochastic approximation  strong consistency  
Sample average approximation of CVaR-based hedging problem with a deep-learning solution 期刊论文
NORTH AMERICAN JOURNAL OF ECONOMICS AND FINANCE, 2021, 卷号: 56, 页码: 14
Authors:  Peng, Cheng;  Li, Shuang;  Zhao, Yanlong;  Bao, Ying
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Conditional Value-at-Risk  Hedging strategies  Deep learning  Theoretical guarantee  Sample average approximation  Uniform convergence