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ORCIDJoeri Hermans
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Books and Theses
- 2022
[b1]Joeri Hermans:
Advances in Simulation-Based Inference: Towards the automation of the Scientific Method through Learning Algorithms. University of Liège, Belgium, 2022
Journal Articles
- 2022
- [j1]Joeri Hermans, Arnaud Delaunoy, François Rozet, Antoine Wehenkel, Volodimir Begy, Gilles Louppe:
A Crisis In Simulation-Based Inference? Beware, Your Posterior Approximations Can Be Unfaithful. Trans. Mach. Learn. Res. 2022 (2022)
Conference and Workshop Papers
- 2022
- [c6]Arnaud Delaunoy, Joeri Hermans, François Rozet, Antoine Wehenkel, Gilles Louppe:
Towards Reliable Simulation-Based Inference with Balanced Neural Ratio Estimation. NeurIPS 2022 - 2020
- [c5]Joeri Hermans, Volodimir Begy, Gilles Louppe:
Likelihood-free MCMC with Amortized Approximate Ratio Estimators. ICML 2020: 4239-4248 - 2019
- [c4]Gilles Louppe, Joeri Hermans, Kyle Cranmer:
Adversarial Variational Optimization of Non-Differentiable Simulators. AISTATS 2019: 1438-1447 - [c3]Gilles Louppe, Joeri Hermans, Kyle Cranmer:
Adversarial Variational Optimization of Non-Differentiable Simulators. BNAIC/BENELEARN 2019 - [c2]Volodimir Begy, Joeri Hermans, Martin Barisits, Mario Lassnig, Erich Schikuta
:
Simulating Data Access Profiles of Computational Jobs in Data Grids. eScience 2019: 394-402 - 2017
- [c1]Joeri R. Hermans, Gerasimos Spanakis, Rico Möckel:
Accumulated Gradient Normalization. ACML 2017: 439-454
Informal and Other Publications
- 2022
- [i6]Arnaud Delaunoy, Joeri Hermans, François Rozet, Antoine Wehenkel, Gilles Louppe:
Towards Reliable Simulation-Based Inference with Balanced Neural Ratio Estimation. CoRR abs/2208.13624 (2022) - 2021
- [i5]Joeri Hermans, Arnaud Delaunoy, François Rozet, Antoine Wehenkel, Gilles Louppe:
Averting A Crisis In Simulation-Based Inference. CoRR abs/2110.06581 (2021) - 2019
- [i4]Volodimir Begy, Joeri Hermans, Martin Barisits, Mario Lassnig, Erich Schikuta:
Simulating Data Access Profiles of Computational Jobs in Data Grids. CoRR abs/1902.10069 (2019) - [i3]Joeri Hermans, Volodimir Begy, Gilles Louppe:
Likelihood-free MCMC with Approximate Likelihood Ratios. CoRR abs/1903.04057 (2019) - 2018
- [i2]Joeri Hermans, Gilles Louppe:
Gradient Energy Matching for Distributed Asynchronous Gradient Descent. CoRR abs/1805.08469 (2018) - 2017
- [i1]Joeri Hermans, Gerasimos Spanakis, Rico Möckel:
Accumulated Gradient Normalization. CoRR abs/1710.02368 (2017)
Coauthor Index
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