A Martingale Kernel Independence Test

Felix Laumann, Zhaolu Liu, Mauricio Barahona

The Hilbert-Schmidt Independence Criterion (HSIC) and its joint-independence extension $d\mathrm{HSIC}$ are degenerate $V$-statistics whose data-dependent weighted-${\chi }^2$ null limit…