On the Learnability of Knot Invariants: Representation, Predictability, and Neural Similarity

Audrey Lindsay, Fabian Ruehle

We analyze different aspects of neural network predictions of knot invariants. First, we investigate the impact of different knot representations on the prediction of invariants an…