Maximum Mean Discrepancy with Unequal Sample Sizes via Generalized U-Statistics

Aaron Wei, Milad Jalali, Danica J. Sutherland

Existing two-sample testing techniques, particularly those based on choosing a kernel for the Maximum Mean Discrepancy (MMD), often assume equal sample sizes from the two distribut…