Sanford, Clayton H.

4 publications

COLT 2023 Intrinsic Dimensionality and Generalization Properties of the R-Norm Inductive Bias Navid Ardeshir, Daniel J. Hsu, Clayton H. Sanford

AISTATS 2022 Expressivity of Neural Networks via Chaotic Itineraries Beyond Sharkovsky’s Theorem Clayton H. Sanford, Vaggos Chatziafratis

COLT 2022 Near-Optimal Statistical Query Lower Bounds for Agnostically Learning Intersections of Halfspaces with Gaussian Marginals Daniel J Hsu, Clayton H Sanford, Rocco Servedio, Emmanouil Vasileios Vlatakis-Gkaragkounis

COLT 2021 On the Approximation Power of Two-Layer Networks of Random ReLUs Daniel Hsu, Clayton H Sanford, Rocco Servedio, Emmanouil Vasileios Vlatakis-Gkaragkounis