A Mathematical Principle of Deep Learning: Learn the Geodesic Curve in the Wasserstein Space.

Kuo Gai Shihua Zhang

Published in: CoRR (2021)

Keyphrases

deep learning
unsupervised learning
closed curves
unsupervised feature learning
geodesic distance
machine learning
pattern recognition
viewpoint
multi class
decision making
generative model
mental models