Bayesian Deep Ensembles via the Neural Tangent Kernel

Bobby He, Balaji Lakshminarayanan, Yee Whye Teh

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 dyna…