most citedBayesian Neural Networks Avoid Encoding Complex and Perturbation-Sensitive Concepts

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cs.LG2023★ 1 cited

Bayesian Neural Networks Avoid Encoding Complex and Perturbation-Sensitive Concepts

Qihan Ren, Huiqi Deng, Yunuo Chen +2

In this paper, we focus on mean-field variational Bayesian Neural Networks (BNNs) and explore the representation capacity of such BNNs by investigating which types of concepts are…