LSBI approximates simulated likelihoods as linear Gaussians and iteratively refines posteriors, reaching accuracy comparable to neural SBI on CMB power spectrum emulations.
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Cosmological Parameter Estimation with Sequential Linear Simulation-based Inference
LSBI approximates simulated likelihoods as linear Gaussians and iteratively refines posteriors, reaching accuracy comparable to neural SBI on CMB power spectrum emulations.