The authors of the kernel robust tests paper assert that their tests are minimax optimal for two-sample and independence settings, meaning they are guaranteed to be non-asymptotically powerful against alternatives uniformly separated from the null in kernel MMD and HSIC metrics.

Authors

• Person: Samuel Tesfazgi, Leonhard Sprandl, Sandra Hirche Organization: AISTATS
  Track: Poster Session 3 - aistats 2026

Sources

• Track: Poster Session 3 - aistats 2026 virtual.aistats.org Samuel Tesfazgi, Leonhard Sprandl, Sandra Hirche · AISTATS via serper

Referenced by nodes (1)

• independence concept