Scalable and Adaptive Distribution Regression via Random Features

Yinsong Wang, Xiao Liu, Yu Ding

Distribution regression seeks to learn mappings from probability distributions to response variables and has emerged as a unifying framework for kernel methods, multi-instance lear…