Published November 4, 2025 | Version v1
Dataset Open

Simulation-based inference with deep ensembles: Evaluating calibration uncertainty and detecting model misspecification

Authors/Creators

  • 1. ROR icon University of Cambridge
  • 2. ROR icon Imperial College London
  • 3. ROR icon Instituto de Estructura de la Materia

Description

Simulation-based inference with deep ensembles | datasets, plotting scripts, and trained networks to accompany arxiv:2507.13495 (link: 2507.13495)

Related software: github:sbi-ensemble-diagnostics

 

Files

sbi-ensemble-diagnostics.zip

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Additional details

Related works

Is supplement to
Preprint: arXiv:2507.13495 (arXiv)

Software

Repository URL
https://github.com/james-alvey-42/sbi-ensemble-diagnostics