Meta-Learning Reliable Priors in the Function Space

Jonas Rothfuss, Dominique Heyn, Jinfan Chen +1

When data are scarce meta-learning can improve a learner's accuracy by harnessing previous experience from related learning tasks. However, existing methods have unreliable uncerta…