Statistical Optimality of Deep Wide Neural Networks. - Yicheng Li; Zixiong Yu; Guhan Chen; Qian Lin (CoRR, 2023)

On the Impacts of the Random Initialization in the Neural Tangent Kernel Theory. - Guhan Chen; Yicheng Li; Qian Lin (NeurIPS, 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)

Divergence of Neural Tangent Kernel in Classification Problems. - Zixiong Yu; Songtao Tian; Guhan Chen (ICLR, 2025)

Divergence of Empirical Neural Tangent Kernel in Classification Problems. - Zixiong Yu; Songtao Tian; Guhan Chen (CoRR, 2025)