Search Results for author: Yunuo Chen

Found 1 papers, 1 papers with code

Bayesian Neural Networks Avoid Encoding Complex and Perturbation-Sensitive Concepts

1 code implementation25 Feb 2023 Qihan Ren, Huiqi Deng, Yunuo Chen, Siyu Lou, Quanshi Zhang

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 less likely to be encoded by the BNN.

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