cs.AI, cs.LG, stat.ML

Learning Expressive Priors for Generalization and Uncertainty Estimation in Neural Networks

arXiv:2307.07753v2 Announce Type: replace
Abstract: In this work, we propose a novel prior learning method for advancing generalization and uncertainty estimation in deep neural networks. The key idea is to exploit scalable and structured posteriors o…