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Jian Huang

An error analysis of generative adversarial networks for learning distributions

Jun 12, 2021
Jian Huang, Yuling Jiao, Zhen Li, Shiao Liu, Yang Wang, Yunfei Yang

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Non-asymptotic Excess Risk Bounds for Classification with Deep Convolutional Neural Networks

May 01, 2021
Guohao Shen, Yuling Jiao, Yuanyuan Lin, Jian Huang

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* Guohao Shen and Yuling Jiao contributed equally to this work. Co-corresponding authors: Yuanyuan Lin (Email: [email protected]) and Jian Huang (Email: [email protected])

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Generative Learning With Euler Particle Transport

Dec 11, 2020
Yuan Gao, Jian Huang, Yuling Jiao, Jin Liu, Xiliang Lu, Zhijian Yang

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* arXiv admin note: substantial text overlap with arXiv:2002.02862

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