Picture for Yuling Jiao

Yuling Jiao

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

* 66 pages, 20 figures, and 6 tables. arXiv admin note: text overlap with arXiv:2207.10442

Access Paper or Ask Questions

Convergence Analysis of the Deep Galerkin Method for Weak Solutions

Feb 05, 2023
Yuling Jiao, Yanming Lai, Yang Wang, Haizhao Yang, Yunfei Yang

* arXiv admin note: substantial text overlap with arXiv:2107.14478

Access Paper or Ask Questions

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

Figure 1 for Estimation of Non-Crossing Quantile Regression Process with Deep ReQU Neural Networks

Figure 2 for Estimation of Non-Crossing Quantile Regression Process with Deep ReQU Neural Networks

Figure 3 for Estimation of Non-Crossing Quantile Regression Process with Deep ReQU Neural Networks

Figure 4 for Estimation of Non-Crossing Quantile Regression Process with Deep ReQU Neural Networks

* 44 pages, 10 figures, 6 tables

Access Paper or Ask Questions

Approximation bounds for norm constrained neural networks with applications to regression and GANs

Jan 24, 2022
Yuling Jiao, Yang Wang, Yunfei Yang

Access Paper or Ask Questions

Wasserstein Generative Learning of Conditional Distribution

Dec 19, 2021
Shiao Liu, Xingyu Zhou, Yuling Jiao, Jian Huang

Figure 1 for Wasserstein Generative Learning of Conditional Distribution

Figure 2 for Wasserstein Generative Learning of Conditional Distribution

Figure 3 for Wasserstein Generative Learning of Conditional Distribution

Figure 4 for Wasserstein Generative Learning of Conditional Distribution

* 34 pages, 8 figures

Access Paper or Ask Questions