François Rozet

According to our database, François Rozet authored at least 6 papers between 2021 and 2023.

Collaborative distances:

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

2023

Score-based Data Assimilation for a Two-Layer Quasi-Geostrophic Model.

François Rozet, Gilles Louppe

CoRR, 2023

Score-based Data Assimilation.

François Rozet, Gilles Louppe

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

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

Arbitrary Marginal Neural Ratio Estimation for Simulation-based Inference.

François Rozet, Gilles Louppe

CoRR, 2021