Meta-Learning the Inductive Biases of Simple Neural Circuits

William Dorrell, Maria Yuffa, Peter Latham

Training data is always finite, making it unclear how to generalise to unseen situations. But, animals do generalise, wielding Occam's razor to select a parsimonious explanation of…