Bobby He

Bayesian Deep Ensembles via the Neural Tangent Kernel

2020 · arXiv (Cornell University)

We explore the link between deep ensembles and Gaussian processes (GPs) through the lens of the Neural Tangent Kernel (NTK): a recent development in understanding the training dynamics of wide neural networks (NNs). Previous work …