Label-NTK Alignments and A Tighter Convergence Bound in the NTK Regime

Ruchirinkil Marreddy, Chaoyue Liu

The Neural Tangent Kernel (NTK) framework explains optimization in over-parameterized neural networks via approximately linearized dynamics, yielding exponential convergence guaran…