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Federated Martingale Posterior Samping

Zhang, Boning et al.
arXiv (All) · Papers
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Federated Bayesian neural networks require fixing a prior on the model parameters, which is notoriously difficult, and misspecification of this prior can severely degrade accuracy and calibration. Motivated by the rapid progress of predictive models, the martingale posterior, also known as predictiv
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