Department of Statistics, Seoul National University; Department of Mathematical Informatics, The University of Tokyo; Center for Advanced Intelligence Project, RIKEN
Juno Kim, Jaehyuk Kwon, Mincheol Cho, Hyunjong Lee, Joong-Ho Won
Variational autoencoder;Information geometry;Heavy-tail learning;Generative model
$t^3$-Variational Autoencoder: Learning Heavy-tailed Data with Student's t and Power Divergence