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Using Early Rejection Markov Chain Monte Carlo and Gaussian Processes to Accelerate ABC Methods
期刊论文
JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS, 2024
作者:
Cao, Xuefei
;
Wang, Shijia
;
Zhou, Yongdao
Adobe PDF(1874Kb)
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浏览/下载:238/5
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提交时间:2024/05/15
Approximate Bayesian computation
Early rejection
Gaussian process
Markov chain Monte Carlo
Sequence Monte Carlo
Domain-decomposed Bayesian inversion based on local Karhunen-Loève expansions
期刊论文
JOURNAL OF COMPUTATIONAL PHYSICS, 2024, 卷号: 504
作者:
Xu, Zhihang
;
Liao, Qifeng
;
Li, Jinglai
Adobe PDF(1315Kb)
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浏览/下载:420/72
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提交时间:2024/04/26
Bayesian networks
Domain decomposition methods
Inference engines
Markov processes
Monte Carlo methods
Numerical methods
Bayesian inference
Bayesian inversion
Domain decompositions
Karhunen Loeve Expansion
Local karhunen-loeve expansion
Markov chain Monte Carlo
Markov Chain Monte-Carlo
Random fields
Spatial domains
Subdomain
A progression analysis of motor features in Parkinson's disease based on the mapper algorithm (vol 15, 1047017, 2023)
其他
FRONTIERS IN AGING NEUROSCIENCE, 2023-03-28, 卷号: 15
作者:
Ma, Ling-Yan
;
Feng, Tao
;
He, Chengzhang
;
Li, Mujing
;
Ren, Kang
Adobe PDF(67Kb)
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浏览/下载:558/195
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提交时间:2023/05/15
progression analysis
Parkinson's disease
mapper algorithm
Markov chain
prediction model
A domain-decomposed VAE method for Bayesian inverse problems
期刊论文
ARXIV, 2023, 卷号: 14, 期号: 3
作者:
Xu, Zhihang
;
Xia, Yingzhi
;
Liao, Qifeng
Adobe PDF(1383Kb)
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浏览/下载:246/0
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提交时间:2024/01/09
Bayesian inference
Markov chain Monte Carlo
domain decomposition
deep generative models
Hierarchical Bayesian inference for community detection and connectivity of functional brain networks
预印本
2023
作者:
Bian, Lingbin
;
Wang, Nizhuan
;
Novelli, Leonardo
;
Keith, Jonathan
;
Razi, Adeel
Adobe PDF(6430Kb)
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浏览/下载:187/0
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提交时间:2024/01/09
fMRI
brain networks
community detection
latent block model
Bayesian inference
Markov chain Monte Carlo
A progression analysis of motor features in Parkinson's disease based on the mapper algorithm
期刊论文
FRONTIERS IN AGING NEUROSCIENCE;, 2023, 卷号: 15
作者:
Ma, Ling-Yan
;
Feng, Tao
;
He, Chengzhang
;
Li, Mujing
;
Ren, Kang
Adobe PDF(1169Kb)
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收藏
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浏览/下载:246/0
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提交时间:2023/03/24
mapper algorithm
Markov chain
Parkinson's disease
prediction model
progression analysis
Trustworthy Federated Learning via Blockchain
期刊论文
IEEE INTERNET OF THINGS JOURNAL, 2023, 卷号: 10, 期号: 1, 页码: 1-1
作者:
Yang, Zhanpeng
;
Shi, Yuanming
;
Zhou, Yong
;
Wang, Zixin
;
Yang, Kai
Adobe PDF(1581Kb)
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收藏
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浏览/下载:916/172
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提交时间:2022/09/23
Blockchain
Deep learning
Energy utilization
Fault tolerance
Internet protocols
Learning algorithms
Markov processes
Network architecture
Network security
Reinforcement learning
Resource allocation
Safety engineering
Block-chain
Computational modelling
Consensus protocols
Federated learning
Long-term latency minimization
Minimisation
Resource management
Resources allocation
Trustworthy artificial intelligence
Wireless communications
Bayesian multiscale deep generative model for the solution of high-dimensional inverse problems
期刊论文
JOURNAL OF COMPUTATIONAL PHYSICS, 2022, 卷号: 455
作者:
Xia, Yingzhi
;
Zabaras, Nicholas
Adobe PDF(4390Kb)
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浏览/下载:689/266
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提交时间:2022/02/22
Bayesian inference
Deep generative model
High-dimensionality
Inverse problems
Markov Chain Monte Carlo
Multiscale estimation
Markov State Transition Modeling in Complex High-Dimensional State Space Based on Fuzzy Integral
会议论文
2022 IEEE GLOBECOM WORKSHOPS, GC WKSHPS 2022 - PROCEEDINGS, Virtual, Online, Brazil, December 4, 2022 - December 8, 2022
作者:
Jinhan Guo
;
Kai Li
;
Hanhui Li
;
Wenxiang Liu
;
Zeming Zhuang
Adobe PDF(2495Kb)
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收藏
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浏览/下载:583/0
|
提交时间:2023/03/10
nomaly detection
Clustering algorithms
Computational complexity
Deep learning
Finance
Integral equations
Learning systems
Sales
Anomaly detection
Choquet fuzzy integral
Financial industry
Fuzzy integral
High-dimensional
Higher-dimensional
Markov state
Markov-chain-based state space
State-space
State-transition model
Service Chain Composition With Resource Failures in NFV Systems: A Game-Theoretic Perspective
期刊论文
IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT, 2021, 卷号: 18, 期号: 1, 页码: 224 - 239
作者:
Simeng Bian
;
Xi Huang
;
Ziyu Shao
;
Xin Gao
;
Yang Yang
Adobe PDF(2236Kb)
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浏览/下载:567/3
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提交时间:2021/04/09
Games
Servers
Monte Carlo methods
Reinforcement learning
Telecommunications
System performance
Optimization
NFV
service chain composition
quality of service
non-cooperative game
deep reinforcement learning
Monte Carlo tree search
Behavioral research
Deep learning
Game theory
Traffic congestion
Congestion mitigation
Distributed schemes
Game
theoretic perspectives
Markov approximation
Monte Carlo tree search (MCTS)
Non
cooperative behaviors
Noncooperative game
Resource failures
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