"simulation-based inference" Papers

9 papers found

Filters:simulation-based inferenceClear all

Conference

AAAI 2025 (3,028)COLM 2025 (418)CVPR 2025 (2,873)ICCV 2025 (2,701)ICLR 2025 (3,827)ICML 2025 (3,340)ISMAR 2025 (229)NEURIPS 2025 (5,858)AAAI 2024 (2,289)CVPR 2024 (2,716)ECCV 2024 (2,387)ICLR 2024 (2,297)ICML 2024 (2,635)

Paper Type

poster (24,624)paper (8,558)oral (1,594)spotlight (1,421)highlight (975)

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