Towards efficient representation identification in supervised learning

Kartik Ahuja, Divyat Mahajan, Vasilis Syrgkanis +1

Humans have a remarkable ability to disentangle complex sensory inputs (e.g., image, text) into simple factors of variation (e.g., shape, color) without much supervision. This abil…