Joeri Hermans

According to our database, Joeri Hermans authored at least 10 papers between 2017 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2022

Advances in Simulation-Based Inference: Towards the automation of the Scientific Method through Learning Algorithms.

Joeri Hermans

PhD thesis, 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

Trans. Mach. Learn. Res., 2022

Towards Reliable Simulation-Based Inference with Balanced Neural Ratio Estimation.

Arnaud Delaunoy, Joeri Hermans, François Rozet, Antoine Wehenkel, Gilles Louppe

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021

Averting A Crisis In Simulation-Based Inference.

Joeri Hermans, Arnaud Delaunoy, François Rozet, Antoine Wehenkel, Gilles Louppe

CoRR, 2021

2020

Likelihood-free MCMC with Amortized Approximate Ratio Estimators.

Joeri Hermans, Volodimir Begy, Gilles Louppe

Proceedings of the 37th International Conference on Machine Learning, 2020

2019

Likelihood-free MCMC with Approximate Likelihood Ratios.

Joeri Hermans, Volodimir Begy, Gilles Louppe

CoRR, 2019

Simulating Data Access Profiles of Computational Jobs in Data Grids.

Volodimir Begy, Joeri Hermans, Martin Barisits, Mario Lassnig, Erich Schikuta

Proceedings of the 15th International Conference on eScience, 2019

Adversarial Variational Optimization of Non-Differentiable Simulators.

Gilles Louppe, Joeri Hermans, Kyle Cranmer

Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019

2018

Gradient Energy Matching for Distributed Asynchronous Gradient Descent.

Joeri Hermans, Gilles Louppe

CoRR, 2018

2017

Accumulated Gradient Normalization.

Joeri R. Hermans, Gerasimos Spanakis, Rico Möckel

Proceedings of The 9th Asian Conference on Machine Learning, 2017