Nonlocal Neural Tangent Kernels via Parameter-Space Interactions

Sriram Nagaraj, Vishakh Hari

The Neural Tangent Kernel (NTK) framework has provided deep insights into the training dynamics of neural networks under gradient flow. However, it relies on the assumption that th…