Guhan Chen

According to our database, Guhan Chen authored at least 5 papers between 2023 and 2025.

Collaborative distances:

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

2025

Divergence of Empirical Neural Tangent Kernel in Classification Problems.

Zixiong Yu, Songtao Tian, Guhan Chen

CoRR, April, 2025

Divergence of Neural Tangent Kernel in Classification Problems.

Zixiong Yu, Songtao Tian, Guhan Chen

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

On the Eigenvalue Decay Rates of a Class of Neural-Network Related Kernel Functions Defined on General Domains.

Yicheng Li, Zixiong Yu, Guhan Chen, Qian Lin

J. Mach. Learn. Res., 2024

On the Impacts of the Random Initialization in the Neural Tangent Kernel Theory.

Guhan Chen, Yicheng Li, Qian Lin

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

2023

Statistical Optimality of Deep Wide Neural Networks.

Yicheng Li, Zixiong Yu, Guhan Chen, Qian Lin

CoRR, 2023