Empirical Bayes with a changing prior
PulseAugur coverage of Empirical Bayes with a changing prior — every cluster mentioning Empirical Bayes with a changing prior across labs, papers, and developer communities, ranked by signal.
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New papers introduce Simulation-Based Empirical Bayes for scientific inference
Two new papers introduce Simulation-Based Empirical Bayes (SBEB), a method for performing simultaneous inference across related latent variables when the likelihood is only available through a simulator. The first paper…
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New Empirical Bayes Method for Correlated Gaussian Sequences
Researchers have developed a new method for empirical Bayes estimation in correlated Gaussian sequence models. This approach utilizes a maximum Composite Marginal Likelihood (CML) estimator, which effectively handles de…
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New XMSE-Aware Mixed Estimator Blends ML and Empirical Bayes
Researchers have developed a novel XMSE-aware mixed estimator that interpolates between maximum likelihood (ML) and Empirical Bayes (EB) shrinkage. This approach aims to improve upon existing EB estimators, which can un…
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New method calibrates statistical claims without labels in hypothesis testing
Researchers have developed a novel method for calibrating statistical claims in large-scale hypothesis testing without requiring labeled data. This approach draws inspiration from probabilistic forecasting but adapts it…
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New research frames transformer attention as empirical Bayes inference
Researchers have developed a novel interpretation of attention mechanisms in transformers, viewing them through the lens of empirical Bayes and particle dynamics. This framework suggests that a single attention step cal…