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Revealing nonclassicality via s-ordered phase-space distribution 期刊论文
SCIENCE CHINA-PHYSICS MECHANICS & ASTRONOMY, 2022, 卷号: 65, 期号: 11, 页码: 7
作者:  Zhang, Yue;  Liu, Shuheng;  Jing, Boxuan;  He, Qiongyi;  Luo, Shunlong
收藏  |  浏览/下载：68/0  |  提交时间：2023/02/07
nonclassicality  s-ordered phase-space distribution  Gaussian states  Gaussian noise channels  
Stationary distributions and ergodicity of reflection-type Markov chains 期刊论文
STATISTICS & PROBABILITY LETTERS, 2022, 卷号: 189, 页码: 8
作者:  Liu, Yujie;  Niu, Minwen;  Yao, Dacheng;  Zhang, Hanqin
收藏  |  浏览/下载：49/0  |  提交时间：2023/02/07
Markov chain  Ergodicity  Stationary distribution  Feller chain  Small set  
Joint modeling of generalized scale-change models for recurrent event and failure time data 期刊论文
LIFETIME DATA ANALYSIS, 2022, 页码: 33
作者:  Wang, Xiaoyu;  Sun, Liuquan
收藏  |  浏览/下载：83/0  |  提交时间：2023/02/07
Failure time  Frailty  Generalized scale-change models  Informative censoring  Joint modeling  Recurrent events  
Elastic Information Bottleneck 期刊论文
MATHEMATICS, 2022, 卷号: 10, 期号: 18, 页码: 26
作者:  Ni, Yuyan;  Lan, Yanyan;  Liu, Ao;  Ma, Zhiming
收藏  |  浏览/下载：63/0  |  提交时间：2023/02/07
information bottleneck  transfer learning  generalization bound  
An adaptive group LASSO approach for domain selection in functional generalized linear models 期刊论文
JOURNAL OF STATISTICAL PLANNING AND INFERENCE, 2022, 卷号: 219, 页码: 13-32
作者:  Sun, Yifan;  Wang, Qihua
收藏  |  浏览/下载：108/0  |  提交时间：2022/06/21
Functional data  Adaptive LASSO  Group LASSO  Null region detection  B-spline  
Structure-Aware Prototypical Neural Process for Few-Shot Graph Classification 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 页码: 15
作者:  Lin, Xixun;  Li, Zhao;  Zhang, Peng;  Liu, Luchen;  Zhou, Chuan;  Wang, Bin;  Tian, Zhihong
收藏  |  浏览/下载：99/0  |  提交时间：2023/02/07
Task analysis  Kernel  Training  Decoding  Stochastic processes  Predictive models  Computational modeling  Few-shot learning  graph classification  graph neural networks (GNNs)  neural process (NP)  
Adversarial Information Bottleneck 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 页码: 10
作者:  Zhai, Penglong;  Zhang, Shihua
收藏  |  浏览/下载：52/0  |  提交时间：2023/02/07
Robustness  Optimization  Mutual information  Deep learning  Perturbation methods  Training  Task analysis  Adversarial robustness  deep learning  hyperparameter selection  information bottleneck (IB)  
Singular HJB equations with applications to KPZ on the real line 期刊论文
PROBABILITY THEORY AND RELATED FIELDS, 2022, 页码: 81
作者:  Zhang, Xicheng;  Zhu, Rongchan;  Zhu, Xiangchan
收藏  |  浏览/下载：35/0  |  提交时间：2023/02/07
Singular SPDEs  HJB equations  KPZ equations  Paracontrolled distributions  Global well-posedness  Zvonkin's transformation  
A convex programming solution based debiased estimator for quantile with missing response and high-dimensional covariables 期刊论文
COMPUTATIONAL STATISTICS & DATA ANALYSIS, 2022, 卷号: 168, 页码: 14
作者:  Su, Miaomiao;  Wang, Qihua
收藏  |  浏览/下载：122/0  |  提交时间：2022/04/02
High dimensions  Missing at random  Marginal response quantile  Optimal weights  Selection probability function  
Null-free False Discovery Rate Control Using Decoy Permutations 期刊论文
ACTA MATHEMATICAE APPLICATAE SINICA-ENGLISH SERIES, 2022, 卷号: 38, 期号: 2, 页码: 235-253
作者:  He, Kun;  Li, Meng-jie;  Fu, Yan;  Gong, Fu-zhou;  Sun, Xiao-ming
收藏  |  浏览/下载：124/0  |  提交时间：2022/06/21
multiple testing  false discovery rate  null distribution-free  p-value-free  decoy permutations  knockoff filter