Deep Ensemble as a Gaussian Process Approximate Posterior

Zhijie Deng, Feng Zhou, Jianfei Chen +2

Deep Ensemble (DE) is an effective alternative to Bayesian neural networks for uncertainty quantification in deep learning. The uncertainty of DE is usually conveyed by the functio…