Poster "simulation-based inference" Papers

7 papers found

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Effortless, Simulation-Efficient Bayesian Inference using Tabular Foundation Models

Julius Vetter, Manuel Gloeckler, Daniel Gedon et al.

NEURIPS 2025arXiv:2504.17660
4
citations

Inductive Domain Transfer In Misspecified Simulation-Based Inference

Ortal Senouf, Antoine Wehenkel, Cédric Vincent-Cuaz et al.

NEURIPS 2025arXiv:2508.15593
1
citations

Multilevel neural simulation-based inference

Yuga Hikida, Ayush Bharti, Niall Jeffrey et al.

NEURIPS 2025arXiv:2506.06087
5
citations

All-in-one simulation-based inference

Manuel Gloeckler, Michael Deistler, Christian Weilbach et al.

ICML 2024arXiv:2404.09636
62
citations

Simulation-Based Inference with Quantile Regression

He Jia

ICML 2024arXiv:2401.02413
4
citations

Simultaneous identification of models and parameters of scientific simulators

Cornelius Schröder, Jakob Macke

ICML 2024arXiv:2305.15174
7
citations

Variational Inference with Coverage Guarantees in Simulation-Based Inference

Yash Patel, Declan McNamara, Jackson Loper et al.

ICML 2024arXiv:2305.14275
5
citations