LOTTERY: Learning from Reference-Only Samples in Two-Sample Testing under Size Asymmetry

Xunye Tian, Zhijian Zhou, Liuhua Peng +1

Data-adaptive two-sample testing assesses if two samples come from the same distribution, using a discrepancy learned from the data (e.g., via kernel-based feature representations)…