Knowledge as Invariance -- History and Perspectives of Knowledge-augmented Machine Learning

Alexander Sagel, Amit Sahu, Stefan Matthes +5

Research in machine learning is at a turning point. While supervised deep learning has conquered the field at a breathtaking pace and demonstrated the ability to solve inference pr…