On Feature Collapse and Deep Kernel Learning for Single Forward Pass Uncertainty

Joost van Amersfoort, Lewis Smith, Andrew Jesson +2

Inducing point Gaussian process approximations are often considered a gold standard in uncertainty estimation since they retain many of the properties of the exact GP and scale to…