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Guohao Shen

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Conditional Stochastic Interpolation for Generative Learning

Dec 09, 2023
Ding Huang, Jian Huang, Ting Li, Guohao Shen

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Wasserstein Generative Regression

Jun 27, 2023
Shanshan Song, Tong Wang, Guohao Shen, Yuanyuan Lin, Jian Huang

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Complexity of Feed-Forward Neural Networks from the Perspective of Functional Equivalence

May 19, 2023
Guohao Shen

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Differentiable Neural Networks with RePU Activation: with Applications to Score Estimation and Isotonic Regression

May 14, 2023
Guohao Shen, Yuling Jiao, Yuanyuan Lin, Jian Huang

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Nonparametric Quantile Regression: Non-Crossing Constraints and Conformal Prediction

Oct 18, 2022
Wenlu Tang, Guohao Shen, Yuanyuan Lin, Jian Huang

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Estimation of Non-Crossing Quantile Regression Process with Deep ReQU Neural Networks

Jul 21, 2022
Guohao Shen, Yuling Jiao, Yuanyuan Lin, Joel L. Horowitz, Jian Huang

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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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