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科研机构
数学与系统科学研究... [35]
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期刊论文 [35]
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2022 [2]
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专题:数学与系统科学研究院
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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
收藏
  |  
浏览/下载:16/0
  |  
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)
Distorted Brownian motions on space with varying dimension
期刊论文
ELECTRONIC JOURNAL OF PROBABILITY, 2022, 卷号: 27, 页码: 32
作者:
Li, Liping
;
Lou, Shuwen
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  |  
浏览/下载:1/0
  |  
提交时间:2023/02/07
distorted Brownian motions
Dirichlet forms
varying dimension
heat kernel estimates
Linear invariants of complex manifolds and their plurisubharmonic variations
期刊论文
JOURNAL OF FUNCTIONAL ANALYSIS, 2020, 卷号: 279, 期号: 1, 页码: 27
作者:
Deng, Fusheng
;
Wang, Zhiwei
;
Zhang, Liyou
;
Zhou, Xiangyu
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  |  
浏览/下载:25/0
  |  
提交时间:2020/05/24
Linear isometry
Plurisubharmonic variation
Positivity of direct image sheaves
Teichmuller metric
Space-time finite element method for the distributed-order time fractional reaction diffusion equations
期刊论文
APPLIED NUMERICAL MATHEMATICS, 2020, 卷号: 152, 页码: 446-465
作者:
Bu, Weiping
;
Ji, Lun
;
Tang, Yifa
;
Zhou, Jie
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  |  
浏览/下载:17/0
  |  
提交时间:2020/05/24
Distributed-order reaction diffusion equation
Space-time finite element method
Graded time mesh
Well-posedness
Error estimate
Sum-of-exponentials approximation
Conditional probability estimation based classification with class label missing at random
期刊论文
JOURNAL OF MULTIVARIATE ANALYSIS, 2020, 卷号: 176, 页码: 13
作者:
Sheng, Ying
;
Wang, Qihua
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  |  
浏览/下载:80/0
  |  
提交时间:2020/05/24
Binary classification
Conditional probability estimation
Missing at random
Reproducing kernel Hilbert space
Well-posedness and optimal regularity of stochastic evolution equations with multiplicative noises
期刊论文
JOURNAL OF DIFFERENTIAL EQUATIONS, 2019, 卷号: 266, 期号: 8, 页码: 4712-4745
作者:
Hong, Jialin
;
Liu, Zhihui
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  |  
浏览/下载:38/0
  |  
提交时间:2019/03/11
Stochastic evolution equation
Multiplicative noise
Trajectory regularity
Factorization method
Gronwall inequality with singular kernel
A rigidity property of superpositions involving determinantal processes
期刊论文
STOCHASTIC PROCESSES AND THEIR APPLICATIONS, 2019, 卷号: 129, 期号: 4, 页码: 1371-1378
作者:
Qiu, Yanqi
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  |  
浏览/下载:16/0
  |  
提交时间:2020/01/10
Independent superposition
Poisson point process
Determinantal point process
Decay Results of the Nonstationary Navier-Stokes Flows in Half-Spaces
期刊论文
ARCHIVE FOR RATIONAL MECHANICS AND ANALYSIS, 2018, 卷号: 230, 期号: 3, 页码: 977-1015
作者:
Han, Pigong
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  |  
浏览/下载:18/0
  |  
提交时间:2018/10/07
Decay Results of the Nonstationary Navier-Stokes Flows in Half-Spaces
期刊论文
ARCHIVE FOR RATIONAL MECHANICS AND ANALYSIS, 2018, 卷号: 230, 期号: 3, 页码: 977-1015
作者:
Han, Pigong
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  |  
浏览/下载:19/0
  |  
提交时间:2018/10/07
Equivalence of Palm measures for determinantal point processes governed by Bergman kernels
期刊论文
PROBABILITY THEORY AND RELATED FIELDS, 2018, 卷号: 172, 期号: 1-2, 页码: 31-69
作者:
Bufetov, Alexander I.
;
Fan, Shilei
;
Qiu, Yanqi
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  |  
浏览/下载:34/0
  |  
提交时间:2018/11/16
Bergman kernel
Determinantal point process
Conditional measure
Deletion and insertion tolerance
Palm equivalence
Monotone coupling
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