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Xin Guo

Capacity dependent analysis for functional online learning algorithms

Sep 25, 2022
Xin Guo, Zheng-Chu Guo, Lei Shi

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Meta-learning with GANs for anomaly detection, with deployment in high-speed rail inspection system

Feb 11, 2022
Haoyang Cao, Xin Guo, Guan Wang

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Convergence of GANs Training: A Game and Stochastic Control Methodology

Dec 27, 2021
Othmane Mounjid, Xin Guo

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Extracting and Measuring Uncertain Biomedical Knowledge from Scientific Statements

Dec 05, 2021
Xin Guo, Yuming Chen, Jian Du, Erdan Dong

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Theoretical Guarantees of Fictitious Discount Algorithms for Episodic Reinforcement Learning and Global Convergence of Policy Gradient Methods

Sep 13, 2021
Xin Guo, Anran Hu, Junzi Zhang

* 42 pages

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