Hermans, Joeri

4 publications

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

ICML 2020 Likelihood-Free MCMC with Amortized Approximate Ratio Estimators Joeri Hermans, Volodimir Begy, Gilles Louppe

AISTATS 2019 Adversarial Variational Optimization of Non-Differentiable Simulators Gilles Louppe, Joeri Hermans, Kyle Cranmer