"simulation-based inference" Papers
9 papers found
Conference
CoLT: The conditional localization test for assessing the accuracy of neural posterior estimates
Tianyu Chen, Vansh Bansal, James Scott
NEURIPS 2025spotlightarXiv:2507.17030
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
Direct Amortized Likelihood Ratio Estimation
Adam Cobb, Brian Matejek, Daniel Elenius et al.
AAAI 2024paperarXiv:2311.10571
5
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