Efficient Aggregated Kernel Tests using Incomplete $U$-statistics

Antonin Schrab, Ilmun Kim, Benjamin Guedj +1

We propose a series of computationally efficient nonparametric tests for the two-sample, independence, and goodness-of-fit problems, using the Maximum Mean Discrepancy (MMD), Hilbe…