Comparing distributions: ${\ell }_1$ geometry improves kernel two-sample testing

M. Scetbon, G. Varoquaux

Are two sets of observations drawn from the same distribution? This problem is a two-sample test. Kernel methods lead to many appealing properties. Indeed state-of-the-art approach…