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Posterior Bayesian Neural Networks with Dependent Weights

stat.ML · 2025-07-29 · unverdicted · novelty 7.0

In the wide-width limit under Gaussian likelihood, the posterior of the network output is identified when the random covariance matrix is positive definite, with mild conditions ensuring invertibility and order-independent sequential limits.

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  • Posterior Bayesian Neural Networks with Dependent Weights stat.ML · 2025-07-29 · unverdicted · none · ref 19

    In the wide-width limit under Gaussian likelihood, the posterior of the network output is identified when the random covariance matrix is positive definite, with mild conditions ensuring invertibility and order-independent sequential limits.