Conservative neural posterior estimation via distributionally robust training
W Laplante, Y Hikida, C Dellaporta, FX Briol… - arXiv preprint arXiv …, 2026 - arxiv.org
… Simulation-based inference with neural posterior estimation (NPE) often yields overconfident and unreliable posteriors under limited simulation budgets. To address this, …
Link to paper
… Simulation-based inference with neural posterior estimation (NPE) often yields overconfident and unreliable posteriors under limited simulation budgets. To address this, …