Learning U-Statistics with Active Inference

Xiaoning Wang, Yuyang Huo, Liuhua Peng +1

$U$-statistics play a central role in statistical inference. In many modern applications, however, acquiring the labels required for $U$-statistics is costly. Motivated by recent a…