Arnaud Delaunoy

11 papers A* 2Journal 9

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Towards Reliable Simulation-based Inference. CoRR Arnaud Delaunoy
2024	J	`jnl`	Low-Budget Simulation-Based Inference with Bayesian Neural Networks. CoRR Arnaud Delaunoy, Maxence de la Brassinne Bonardeaux, Siddharth Mishra-Sharma, Gilles Louppe
2023	J	`jnl`	Balancing Simulation-based Inference for Conservative Posteriors. CoRR Arnaud Delaunoy, Benjamin Kurt Miller, Patrick Forré, Christoph Weniger, Gilles Louppe
2023	A*	`conf`	Calibrating Neural Simulation-Based Inference with Differentiable Coverage Probability. NeurIPS Maciej Falkiewicz, Naoya Takeishi, Imahn Shekhzadeh, Antoine Wehenkel, Arnaud Delaunoy, Gilles Louppe, Alexandros Kalousis
2023	J	`jnl`	Calibrating Neural Simulation-Based Inference with Differentiable Coverage Probability. CoRR Maciej Falkiewicz, Naoya Takeishi, Imahn Shekhzadeh, Antoine Wehenkel, Arnaud Delaunoy, Gilles Louppe, Alexandros Kalousis
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	J	`jnl`	SAE: Sequential Anchored Ensembles. CoRR Arnaud Delaunoy, Gilles Louppe
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	J	`jnl`	Lightning-Fast Gravitational Wave Parameter Inference through Neural Amortization. CoRR Arnaud Delaunoy, Antoine Wehenkel, Tanja Hinderer, Samaya Nissanke, Christoph Weniger, Andrew R. Williamson, Gilles Louppe