Optimal Kernel Combination for Test of Independence against Local Alternatives

Wen-Yu Hua, Philip Reiss, Debashis Ghosh

Testing the independence between two random variables $x$ and $y$ is an important problem in statistics and machine learning, where the kernel-based tests of independence is focuse…