Approximate label symmetries improve data efficiency

Scott Y. H. Kim, Mathis Lechaume-Robert, O. Anatole von Lilienfeld

Enforcing feature symmetries in machine learning (ML) models is a common strategy to mitigate data scarcity. Confirming expectations from statistical learning theory, we show that…