Using Natural Language and Program Abstractions to Instill Human Inductive Biases in Machines

Sreejan Kumar, Carlos G. Correa, Ishita Dasgupta +7

Strong inductive biases give humans the ability to quickly learn to perform a variety of tasks. Although meta-learning is a method to endow neural networks with useful inductive bi…