"likelihood-free inference" Papers

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Classification under Nuisance Parameters and Generalized Label Shift in Likelihood-Free Inference

Luca Masserano, Alexander Shen, Michele Doro et al.

ICML 2024arXiv:2402.05330

MALIBO: Meta-learning for Likelihood-free Bayesian Optimization

Jiarong Pan, Stefan Falkner, Felix Berkenkamp et al.

ICML 2024spotlightarXiv:2307.03565
2
citations

Probabilistic Offline Policy Ranking with Approximate Bayesian Computation

Longchao Da, Porter Jenkins, Trevor Schwantes et al.

AAAI 2024paperarXiv:2312.11551
3
citations

Sequential Neural Score Estimation: Likelihood-Free Inference with Conditional Score Based Diffusion Models

Louis Sharrock, Jack Simons, Song Liu et al.

ICML 2024spotlightarXiv:2210.04872
52
citations

Variational Inference with Coverage Guarantees in Simulation-Based Inference

Yash Patel, Declan McNamara, Jackson Loper et al.

ICML 2024arXiv:2305.14275
5
citations