Efficient and Stable Multi-Dimensional Kolmogorov-Smirnov Distance

Peter Matthew Jacobs, Foad Namjoo, Jeff M. Phillips

We revisit extending the Kolmogorov-Smirnov distance between probability distributions to the multi-dimensional setting, and make new arguments about the proper way to approach thi…