Naoki Awaya

Two-sample comparison through additive tree models for density ratios

2025 · arXiv (Cornell University)

The ratio of two densities provides a direct characterization of their differences. We consider the two-sample comparison problem by estimating this ratio given i.i.d. observations from two distributions. To this end, we propose additive tree …