Meta-Learning with Shared Amortized Variational Inference

Ekaterina Iakovleva, Jakob Verbeek, Karteek Alahari

Abstract: We propose a novel amortized variational inference scheme for an empirical Bayes meta-learning model, where model parameters are treated as latent variables. We learn the prior distribution over mo...