Zobrazeno 1 - 10
of 875
pro vyhledávání: '"Yu Wenwu"'
Autor:
Yuan Ye, Liu Jun, Jin Dou, Yue Zuogong, Yang Tao, Chen Ruijuan, Wang Maolin, Xu Lei, Hua Feng, Guo Yuqi, Tang Xiuchuan, He Xin, Yi Xinlei, Li Dong, Yu Wenwu, Zhang Hai-Tao, Chai Tianyou, Sui Shaochun, Ding Han
Publikováno v:
National Science Open, Vol 2 (2023)
Traditional machine learning relies on a centralized data pipeline for model training in various applications; however, data are inherently fragmented. Such a decentralized nature of databases presents the serious challenge for collaboration: sending
Externí odkaz:
https://doaj.org/article/33d9065847d348a683f503ee3bf9891a
Counterfactual thinking is a critical yet challenging topic for artificial intelligence to learn knowledge from data and ultimately improve their performances for new scenarios. Many research works, including Potential Outcome Model and Structural Ca
Externí odkaz:
http://arxiv.org/abs/2407.01875
This paper considers small gain theorems for the global asymptotic and exponential input-to-state stability for discrete time time-delay systems using Razumikhin-type Lyapunov function. Among other things, unlike the existing literature, it provides
Externí odkaz:
http://arxiv.org/abs/2310.03347
Time-series prediction has drawn considerable attention during the past decades fueled by the emerging advances of deep learning methods. However, most neural network based methods lack interpretability and fail in extracting the hidden mechanism of
Externí odkaz:
http://arxiv.org/abs/2303.01193
Identifying causality is a challenging task in many data-intensive scenarios. Many algorithms have been proposed for this critical task. However, most of them consider the learning algorithms for directed acyclic graph (DAG) of Bayesian network (BN).
Externí odkaz:
http://arxiv.org/abs/2211.10085
This paper studies the distributed optimization problem with possibly nonidentical local constraints, where its global objective function is composed of $N$ convex functions. The aim is to solve the considered optimization problem in a distributed ma
Externí odkaz:
http://arxiv.org/abs/2208.12123
In this paper we propose an original distributed control framework for DC mcirogrids. We first formulate the (optimal) control objectives as an aggregative game suitable for the energy trading market. Then, based on the dual theory, we analyze the eq
Externí odkaz:
http://arxiv.org/abs/2204.08114
Publikováno v:
In Transportation Research Part E December 2024 192
Publikováno v:
In Automatica January 2024 159
This work investigates a reduced-complexity adaptive methodology to consensus tracking for a team of uncertain high-order nonlinear systems with switched (possibly asynchronous) dynamics. It is well known that high-order nonlinear systems are intrins
Externí odkaz:
http://arxiv.org/abs/2006.05799