Research

When Has a Bayesian Neural Network Sampled Enough? Adaptive Inference Time with Statistical Guarantees

Single source1 source9 Oct 2026

arXiv:2610.12212v1 Announce Type: new Abstract: Bayesian neural network predictions are commonly approximated using a fixed number of Monte Carlo samples per input, without controlling the resulting error that comes from this finite sample.

Reported by 1 source

arxiv.orghttps://arxiv.org/abs/2610.12212

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