Learning from Nested Data with Ornstein Auto-Encoders

Youngwon Choi, Sungdong Lee, Joong-Ho Won

Abstract: Many of real-world data, e.g., the VGGFace2 dataset, which is a collection of multiple portraits of individuals, come with nested structures due to grouped observation. The Ornstein auto-encoder (O...