Arnaud Delaunoy

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 9

Top Topics

Belief Networks

Inference Process

Bayesian Inference

Top Venues

Trans. Mach. Learn. Res.

Publications

Maciej Falkiewicz, Naoya Takeishi, Imahn Shekhzadeh, Antoine Wehenkel, Arnaud Delaunoy, Gilles Louppe, Alexandros Kalousis
Calibrating Neural Simulation-Based Inference with Differentiable Coverage Probability. NeurIPS (2023)
Arnaud Delaunoy, Benjamin Kurt Miller, Patrick Forré, Christoph Weniger, Gilles Louppe
Balancing Simulation-based Inference for Conservative Posteriors. CoRR (2023)
Maciej Falkiewicz, Naoya Takeishi, Imahn Shekhzadeh, Antoine Wehenkel, Arnaud Delaunoy, Gilles Louppe, Alexandros Kalousis
Calibrating Neural Simulation-Based Inference with Differentiable Coverage Probability. CoRR (2023)
Arnaud Delaunoy, Gilles Louppe
SAE: Sequential Anchored Ensembles. CoRR (2022)
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)
Arnaud Delaunoy, Joeri Hermans, François Rozet, Antoine Wehenkel, Gilles Louppe
Towards Reliable Simulation-Based Inference with Balanced Neural Ratio Estimation. NeurIPS (2022)
Arnaud Delaunoy, Joeri Hermans, François Rozet, Antoine Wehenkel, Gilles Louppe
Towards Reliable Simulation-Based Inference with Balanced Neural Ratio Estimation. CoRR (2022)
Joeri Hermans, Arnaud Delaunoy, François Rozet, Antoine Wehenkel, Gilles Louppe
Averting A Crisis In Simulation-Based Inference. CoRR (2021)
Arnaud Delaunoy, Antoine Wehenkel, Tanja Hinderer, Samaya Nissanke, Christoph Weniger, Andrew R. Williamson, Gilles Louppe
Lightning-Fast Gravitational Wave Parameter Inference through Neural Amortization. CoRR (2020)