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Streaming PAC-Bayes Gaussian process regression with a performance guarantee for online decision making


Oct 16, 2022
Tianyu Liu, Jie Lu, Zheng Yan, Guangquan Zhang

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Multi-class Classification with Fuzzy-feature Observations: Theory and Algorithms


Jun 09, 2022
Guangzhi Ma, Jie Lu, Feng Liu, Zhen Fang, Guangquan Zhang

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* This article has been accepted by IEEE Transactions on Cybernetics on June 4, 2022 

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Bayesian Transfer Learning: An Overview of Probabilistic Graphical Models for Transfer Learning


Sep 27, 2021
Junyu Xuan, Jie Lu, Guangquan Zhang

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Deep Bayesian Estimation for Dynamic Treatment Regimes with a Long Follow-up Time


Sep 20, 2021
Adi Lin, Jie Lu, Junyu Xuan, Fujin Zhu, Guangquan Zhang

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Learning Bounds for Open-Set Learning


Jun 30, 2021
Zhen Fang, Jie Lu, Anjin Liu, Feng Liu, Guangquan Zhang

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* Open-set Learning, Open-set Recognition, Machine Learning Theory 

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Automatic Learning to Detect Concept Drift


May 04, 2021
Hang Yu, Tianyu Liu, Jie Lu, Guangquan Zhang

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PAC-Bayes Bounds for Meta-learning with Data-Dependent Prior


Feb 07, 2021
Tianyu Liu, Jie Lu, Zheng Yan, Guangquan Zhang

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How does the Combined Risk Affect the Performance of Unsupervised Domain Adaptation Approaches?


Dec 30, 2020
Li Zhong, Zhen Fang, Feng Liu, Jie Lu, Bo Yuan, Guangquan Zhang

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* 9 pages, 3 figures, Accepted by Association for the Advancement of Artificial Intelligence 2021 (AAAI 2021) 

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Concept Drift Detection: Dealing with MissingValues via Fuzzy Distance Estimations


Aug 09, 2020
Anjin Liu, Jie Lu, Guangquan Zhang

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* Accepted by IEEE Transactions on Fuzzy Systems 

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Learning from a Complementary-label Source Domain: Theory and Algorithms


Aug 04, 2020
Yiyang Zhang, Feng Liu, Zhen Fang, Bo Yuan, Guangquan Zhang, Jie Lu

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