Embedding Comparator: Visualizing Differences in Global Structure and Local Neighborhoods via Small Multiples

Angie Boggust, Brandon Carter, Arvind Satyanarayan

Embeddings mapping high-dimensional discrete input to lower-dimensional continuous vector spaces have been widely adopted in machine learning applications as a way to capture domai…