Delaunoy, Arnaud

3 publications

NeurIPS 2023 Calibrating Neural Simulation-Based Inference with Differentiable Coverage Probability Maciej Falkiewicz, Naoya Takeishi, Imahn Shekhzadeh, Antoine Wehenkel, Arnaud Delaunoy, Gilles Louppe, Alexandros Kalousis

TMLR 2022 A Crisis in Simulation-Based Inference? Beware, Your Posterior Approximations Can Be Unfaithful Joeri Hermans, Arnaud Delaunoy, François Rozet, Antoine Wehenkel, Volodimir Begy, Gilles Louppe

NeurIPS 2022 Towards Reliable Simulation-Based Inference with Balanced Neural Ratio Estimation Arnaud Delaunoy, Joeri Hermans, François Rozet, Antoine Wehenkel, Gilles Louppe