A Theory of Human-Like Few-Shot Learning

Zhiying Jiang, Rui Wang, Dongbo Bu +1

We aim to bridge the gap between our common-sense few-sample human learning and large-data machine learning. We derive a theory of human-like few-shot learning from von-Neuman-Land…