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Julian Herold, Markus Götz, Alexander Schug

Public reference bibliography and cataloged PDF materials authored or published by Julian Herold, Markus Götz, Alexander Schug.

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Asynchronous, Generation-Free ABC: Streaming AMIS Reweighting for Heterogeneous Simulator Workloads on HPC

Year: 2026 • Source: arxiv.org • Listed PDF

Approximate Bayesian computation (ABC) enables Bayesian inference for models with intractable likelihoods by estimating parameter posterior distributions from simulated data. Sequential ABC methods improve sampling effic...