theory;deep learning theory;implicit bias;generalization;interpolation;ridgeless regression
Ridgeless Interpolation with Shallow ReLU Networks in $1D$ is Nearest Neighbor Curvature Extrapolation and Provably Generalizes on Lipschitz Functions