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Learning with smooth Hinge losses 期刊论文
NEUROCOMPUTING, 2021, 卷号: 463, 页码: 379-387
作者:  Luo, JunRu;  Qiao, Hong;  Zhang, Bo
收藏  |  浏览/下载：127/0  |  提交时间：2022/04/02
Smooth Hinge loss  Convex surrogate loss  Support vector machine  Trust region Newton method  
OPTIMAL MODEL AVERAGING BASED ON GENERALIZED METHOD OF MOMENTS 期刊论文
STATISTICA SINICA, 2021, 卷号: 31, 期号: 4, 页码: 2103-2122
作者:  Zhang, Xinyu
收藏  |  浏览/下载：129/0  |  提交时间：2022/04/02
Asymptotic optimality  consistency  generalized method of moments  model averaging  
Improved gravitational radiation time-scales II: Spin-orbit contributions and environmental perturbations 期刊论文
MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY, 2021, 卷号: 506, 期号: 1, 页码: 1007-1018
作者:  Zwick, Lorenz;  Capelo, Pedro R.;  Bortolas, Elisa;  Vazquez-Aceves, Veronica;  Mayer, Lucio;  Amaro-Seoane, Pau
收藏  |  浏览/下载：115/0  |  提交时间：2022/04/02
black hole physics  gravitational waves  methods: analytical  
One-Shot Neural Architecture Search: Maximising Diversity to Overcome Catastrophic Forgetting 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2021, 卷号: 43, 期号: 9, 页码: 2921-2935
作者:  Zhang, Miao;  Li, Huiqi;  Pan, Shirui;  Chang, Xiaojun;  Zhou, Chuan;  Ge, Zongyuan;  Su, Steven
收藏  |  浏览/下载：173/0  |  提交时间：2021/10/26
Computer architecture  Training  Optimization  Neural networks  Search methods  Australia  Germanium  AutoML  neural architecture search  continual learning  catastrophic forgetting  novelty search  
Coronavirus: The Not-So-Trivial Loss of Well-Being 期刊论文
EARTHS FUTURE, 2021, 卷号: 9, 期号: 9, 页码: 17
作者:  Duan, Hongbo;  Huang, Zhilin;  Jiang, Jie;  Ming, Xi;  Zhang, Dingxuan;  Wang, Shouyang
收藏  |  浏览/下载：120/0  |  提交时间：2022/04/02
Novel Coronavirus  social media posts  self-reported happiness  China  
Robust Bayesian matrix decomposition with mixture of Gaussian noise 期刊论文
NEUROCOMPUTING, 2021, 卷号: 449, 页码: 108-116
作者:  Wang, Haohui;  Zhang, Chihao;  Zhang, Shihua
收藏  |  浏览/下载：149/0  |  提交时间：2021/10/26
Bayesian method  Matrix decomposition  Maximum a posterior  Mixture of Gaussians  
Economic Design of a Linear Consecutively Connected System Considering Cost and Signal Loss 期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2021, 卷号: 51, 期号: 8, 页码: 5116-5128
作者:  Gao, Kaiye;  Yan, Xiangbin;  Peng, Rui;  Xing, Liudong
收藏  |  浏览/下载：160/0  |  提交时间：2021/10/26
Silicon  Reliability  Propagation losses  Economics  Resource management  Random variables  Telecommunications  Costs  expected receivable signal fraction  linear multistate consecutively connected system (LMCCS)  reliability  signal loss  universal generating function (UGF)  
Directed Graph Clustering Algorithms, Topology, and Weak Links 期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2021, 页码: 15
作者:  Zhang, Xiao;  Lian, Bosen;  Lewis, Frank L.;  Wan, Yan;  Cheng, Daizhan
收藏  |  浏览/下载：134/0  |  提交时间：2022/04/02
Directed graphs  Clustering algorithms  Symmetric matrices  Topology  Kernel  Network topology  Linear programming  Directed graph clustering  nonspectral algorithm  Rayleigh's quotient  weighted kernel k-means  
Optimal interception strategy of air defence missile system considering multiple targets and phases 期刊论文
PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART O-JOURNAL OF RISK AND RELIABILITY, 2021, 页码: 10
作者:  Gao, Kaiye;  Xiao, Hui;  Qu, Li;  Wang, Shouyang
收藏  |  浏览/下载：146/0  |  提交时间：2021/10/26
Interception strategy  reliability  combinatorial optimization  missile-target defence  
Time-varying model averaging? 期刊论文
JOURNAL OF ECONOMETRICS, 2021, 卷号: 222, 期号: 2, 页码: 974-992
作者:  Sun, Yuying;  Hong, Yongmiao;  Lee, Tae-Hwy;  Wang, Shouyang;  Zhang, Xinyu
收藏  |  浏览/下载：181/0  |  提交时间：2021/06/01
Asymptotic optimality  Forecast combination  Local stationarity  Model averaging  Structural change  Time-varying model averaging