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Latent Gaussian Models
Latent Gaussian Models
PulseAugur coverage of Latent Gaussian Models — every cluster mentioning Latent Gaussian Models across labs, papers, and developer communities, ranked by signal.
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New Gaussian Invariant MCMC methods boost statistical efficiency
Researchers have developed novel sampling methods, including Gaussian invariant versions of Random Walk Metropolis (RWM), Metropolis-adjusted Langevin algorithm (MALA), and a second-order Hessian or Manifold MALA. These…
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New method corrects Bayesian inference errors in latent Gaussian models
Researchers have developed a new method to correct errors in Bayesian inference for latent Gaussian models. The proposed importance sampling scheme improves the accuracy of approximate posteriors derived from integrated…