Joeri Hermans

13 papers A* 2A 1Journal 7Unranked 2
YearRankTypeTitle / Venue / Authors
2022 J jnl
A Crisis In Simulation-Based Inference? Beware, Your Posterior Approximations Can Be Unfaithful.
Trans. Mach. Learn. Res.
Joeri Hermans, Arnaud Delaunoy, François Rozet, Antoine Wehenkel, Volodimir Begy, Gilles Louppe
2022 — —
Advances in Simulation-Based Inference: Towards the automation of the Scientific Method through Learning Algorithms.
Joeri Hermans
2022 A* conf
Towards Reliable Simulation-Based Inference with Balanced Neural Ratio Estimation.
NeurIPS
Arnaud Delaunoy, Joeri Hermans, François Rozet, Antoine Wehenkel, Gilles Louppe
2022 J jnl
Towards Reliable Simulation-Based Inference with Balanced Neural Ratio Estimation.
CoRR
Arnaud Delaunoy, Joeri Hermans, François Rozet, Antoine Wehenkel, Gilles Louppe
2021 J jnl
Averting A Crisis In Simulation-Based Inference.
CoRR
Joeri Hermans, Arnaud Delaunoy, François Rozet, Antoine Wehenkel, Gilles Louppe
2020 A* conf
Likelihood-free MCMC with Amortized Approximate Ratio Estimators.
ICML
Joeri Hermans, Volodimir Begy, Gilles Louppe
2019 A conf
Adversarial Variational Optimization of Non-Differentiable Simulators.
AISTATS
Gilles Louppe, Joeri Hermans, Kyle Cranmer
2019 — conf
Adversarial Variational Optimization of Non-Differentiable Simulators.
BNAIC/BENELEARN
Gilles Louppe, Joeri Hermans, Kyle Cranmer
2019 J jnl
Likelihood-free MCMC with Approximate Likelihood Ratios.
CoRR
Joeri Hermans, Volodimir Begy, Gilles Louppe
2019 — conf
Simulating Data Access Profiles of Computational Jobs in Data Grids.
eScience
Volodimir Begy, Joeri Hermans, Martin Barisits, Mario Lassnig, Erich Schikuta
2019 J jnl
Simulating Data Access Profiles of Computational Jobs in Data Grids.
CoRR
Volodimir Begy, Joeri Hermans, Martin Barisits, Mario Lassnig, Erich Schikuta
2018 J jnl
Gradient Energy Matching for Distributed Asynchronous Gradient Descent.
CoRR
Joeri Hermans, Gilles Louppe
2017 J jnl
Accumulated Gradient Normalization.
CoRR
Joeri Hermans, Gerasimos Spanakis, Rico Möckel