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Conservative neural posterior estimation via distributionally robust training

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

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