Weighted Neural Tangent Kernel: A Generalized and Improved Network-Induced Kernel

Lei Tan, Shutong Wu, Xiaolin Huang

The Neural Tangent Kernel (NTK) has recently attracted intense study, as it describes the evolution of an over-parameterized Neural Network (NN) trained by gradient descent. Howeve…