Improved Estimation of Concentration Under $\ell_p$-Norm Distance Metrics Using Half Spaces

1 code implementation • ICLR 2021 • Jack Prescott, Xiao Zhang, David Evans

Mahloujifar et al. presented an empirical way to measure the concentration of a data distribution using samples, and employed it to find lower bounds on intrinsic robustness for several benchmark datasets.