Tailed-Uniform proposal distributions, which pad the uniform training box with decaying tails, improve neural posterior estimates near and beyond the prior boundaries in simulation-based inference.
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Don't Cut Corners: How Training Outside the Prior Makes Simulation-Based Inference More Robust
Tailed-Uniform proposal distributions, which pad the uniform training box with decaying tails, improve neural posterior estimates near and beyond the prior boundaries in simulation-based inference.