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François Rozet
François Rozet
PhD student, University of Liège
Verified email at uliege.be - Homepage
Title
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Cited by
Year
A crisis in simulation-based inference? beware, your posterior approximations can be unfaithful
J Hermans, A Delaunoy, F Rozet, A Wehenkel, G Louppe
Transactions on Machine Learning Research, 2022
89*2022
Towards reliable simulation-based inference with balanced neural ratio estimation
A Delaunoy, J Hermans, F Rozet, A Wehenkel, G Louppe
Advances in Neural Information Processing Systems 35, 20025-20037, 2022
242022
Neural posterior estimation for exoplanetary atmospheric retrieval
M Vasist, F Rozet, O Absil, P Mollière, E Nasedkin, G Louppe
Astronomy & Astrophysics 672, A147, 2023
212023
Score-based data assimilation
F Rozet, G Louppe
Advances in Neural Information Processing Systems 36, 40521-40541, 2023
132023
Arbitrary marginal neural ratio estimation for simulation-based inference
F Rozet, G Louppe
arXiv preprint arXiv:2110.00449, 2021
62021
Arbitrary Marginal Neural Ratio Estimation for Likelihood-free Inference
F Rozet, G Louppe
University of Liège, Liège, Belgique, 2021
52021
Score-based Data Assimilation for a Two-Layer Quasi-Geostrophic Model
F Rozet, G Louppe
arXiv preprint arXiv:2310.01853, 2023
22023
Learning Diffusion Priors from Observations by Expectation Maximization
F Rozet, G Andry, F Lanusse, G Louppe
arXiv preprint arXiv:2405.13712, 2024
2024
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