Intrinsic dimensionality and generalization properties of the $\mathcal{R}$-norm inductive bias

Navid Ardeshir, Daniel Hsu, Clayton Sanford

We study the structural and statistical properties of $\mathcal{R}$-norm minimizing interpolants of datasets labeled by specific target functions. The $\mathcal{R}$-norm is the bas…