Published October 30, 2025 | Version v1
Dataset Open

Datasets and models for "Bayesian model selection and misspecification testing in imaging inverse problems only from noisy and partial measurements"

Authors/Creators

  • 1. ROR icon CEA Paris-Saclay
  • 2. ROR icon Heriot-Watt University

Description

This dataset contains the models and image datasets used to replicate the experiments of the article Bayesian model selection and misspecification testing in imaging inverse problems only from noisy and partial measurements.

The code for the paper is available at : https://github.com/aleph-group/Priors_selection.

Complete references to the original datasets and model sources are available both on the readme of the repository and in the article.

Files

Files (1.2 GB)

Name Size
md5:4e6c362a96c0f6dd128b81118efe38cc
374.4 MB Download
md5:bd5ccfd59789f86efa57f32bd7892153
242.2 MB Download
md5:7185d87c5b79274110a6034e0e174635
130.6 MB Download
md5:c7f1939119cf1a41a098d92917ce8fc6
374.4 MB Download
md5:a89a168c5280db0f320bc751167ce5ec
68.1 MB Download

Additional details

Software

Repository URL
https://github.com/aleph-group/Priors_selection