Jichang Xiao

Publication Activity (10 Years)

Years Active: 2023-2024
Publications (10 Years): 4

Top Topics

Image Denoising

Empirical Risk Minimization

Partial Differential Equations

Top Venues

J. Comput. Appl. Math.

Publications

Jichang Xiao, Fengjiang Fu, Xiaoqun Wang
Deep learning based on randomized quasi-Monte Carlo method for solving linear Kolmogorov partial differential equation. J. Comput. Appl. Math. 451 (2024)
Du Ouyang, Jichang Xiao, Xiaoqun Wang
Generalization Error Analysis of Deep Backward Dynamic Programming for Solving Nonlinear PDEs. CoRR (2024)
Jichang Xiao, Fengjiang Fu, Xiaoqun Wang
Analysis of the Generalization Error of deep learning based on Randomized Quasi-Monte Carlo for Solving Linear Kolmogorov PDEs. CoRR (2023)
Jichang Xiao, Xiaoqun Wang
Empirical Risk Minimization over Artificial Neural Networks Overcomes the Curse of Dimensionality in the Numerical Approximation of Linear Kolmogorov Partial Differential Equations with Unbounded Initial Functions. CoRR (2023)