Jianfa Lai

According to our database, Jianfa Lai authored at least 6 papers between 2022 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Construction of uniform designs over continuous domain in computer experiments.

Jianfa Lai, Kai-Tai Fang, Xiaoling Peng, Yuxuan Lin

Commun. Stat. Simul. Comput., January, 2024

Towards a Statistical Understanding of Neural Networks: Beyond the Neural Tangent Kernel Theories.

Haobo Zhang, Jianfa Lai, Yicheng Li, Qian Lin, Jun S. Liu

CoRR, 2024

The optimality of kernel classifiers in Sobolev space.

Jianfa Lai, Zhifan Li, Dongming Huang, Qian Lin

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

Generalization Ability of Wide Residual Networks.

Jianfa Lai, Zixiong Yu, Songtao Tian, Qian Lin

CoRR, 2023

Generalization Ability of Wide Neural Networks on ℝ.

Jianfa Lai, Manyun Xu, Rui Chen, Qian Lin

CoRR, 2023

2022

Construction of symmetric orthogonal designs with deep Q-network and orthogonal complementary design.

Jianfa Lai, Lin-Chen Weng, Xiaoling Peng, Kai-Tai Fang

Comput. Stat. Data Anal., 2022