Incorporating Hierarchical Semantics in Sparse Autoencoder Architectures

Mark Muchane, Sean Richardson, Kiho Park +1

Sparse dictionary learning (and, in particular, sparse autoencoders) attempts to learn a set of human-understandable concepts that can explain variation on an abstract space. A bas…