De-Biased Two-Sample U-Statistics With Application To Conditional Distribution Testing

Yuchen Chen, Jing Lei

In some high-dimensional and semiparametric inference problems involving two populations, the parameter of interest can be characterized by two-sample U-statistics involving some n…