Author response: 'Stationary Activations for Uncertainty Calibration in Deep Learning ' NeurIPS: # 5154

We thank the anonymous reviewers for their enthusiasm and detailed comments on the manuscript. We start by addressing R2's concerns as they had the lowest score. This link is explicit as shown in this paper. The choice of kernel/activation function is up to the modelling task and'expert We merely provide a building block. The Matérn is a widely used prior, and worth adding to the NN tool set.