Active Nonparametric Two-Sample Testing by Betting on Heterogeneous Data Sources

Chia-Yu Hsu, Shubhanshu Shekhar

We study the problem of active nonparametric sequential two-sample testing over multiple heterogeneous data sources. In each time slot, a decision-maker adaptively selects one of $…