Meta-Learning Mean Functions for Gaussian Processes

Vincent Fortuin, Heiko Strathmann, Gunnar Rätsch

When fitting Bayesian machine learning models on scarce data, the main challenge is to obtain suitable prior knowledge and encode it into the model. Recent advances in meta-learnin…