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Arnaud Delaunoy
Arnaud Delaunoy
PhD student, University of Liège
Bestätigte E-Mail-Adresse bei uliege.be
Titel
Zitiert von
Zitiert von
Jahr
A Trust Crisis In Simulation-Based Inference? Your Posterior Approximations Can Be Unfaithful
J Hermans*, A Delaunoy*, F Rozet, A Wehenkel, V Begy, G Louppe
Transactions on Machine Learning Research, 2021
74*2021
Lightning-Fast Gravitational Wave Parameter Inference through Neural Amortization
A Delaunoy, A Wehenkel, T Hinderer, S Nissanke, C Weniger, ...
Machine Learning and the Physical Sciences Workshop at NeurIPS2020, 2020
232020
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, 2022
142022
Balancing simulation-based inference for conservative posteriors
A Delaunoy, BK Miller, P Forré, C Weniger, G Louppe
arXiv preprint arXiv:2304.10978, 2023
42023
SAE: Sequential Anchored Ensembles
A Delaunoy, G Louppe
Bayesian Deep Learning workshop at NeurIPS 2021, 2021
22021
Calibrating Neural Simulation-Based Inference with Differentiable Coverage Probability
M Falkiewicz, N Takeishi, I Shekhzadeh, A Wehenkel, A Delaunoy, ...
Advances in Neural Information Processing Systems 36, 2024
2024
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