Conservative neural posterior estimation via distributionally robust training

William Laplante, Yuga Hikida, Charita Dellaporta +2

Simulation-based inference with neural posterior estimation (NPE) often yields overconfident and unreliable posteriors under limited simulation budgets. To address this, we propose…