Stationary Activations for Uncertainty Calibration in Deep Learning

1 code implementation • NeurIPS 2020 • Lassi Meronen, Christabella Irwanto, Arno Solin

We introduce a new family of non-linear neural network activation functions that mimic the properties induced by the widely-used Mat\'ern family of kernels in Gaussian process (GP) models.

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