2024 "simulation-based inference" Papers

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Conference

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Paper Type

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All-in-one simulation-based inference

Manuel Gloeckler, Michael Deistler, Christian Weilbach et al.

ICML 2024poster

Direct Amortized Likelihood Ratio Estimation

Adam Cobb, Brian Matejek, Daniel Elenius et al.

AAAI 2024paperarXiv:2311.10571

Simulation-Based Inference with Quantile Regression

He Jia

ICML 2024poster

Simultaneous identification of models and parameters of scientific simulators

Cornelius Schröder, Jakob Macke

ICML 2024poster

Variational Inference with Coverage Guarantees in Simulation-Based Inference

Yash Patel, Declan McNamara, Jackson Loper et al.

ICML 2024poster