Cristian B. Calderon

Data Distributional Properties As Inductive Bias for Systematic Generalization

Deep neural networks (DNNs) struggle at systematic generalization (SG). Several studies have evaluated the possibility of promoting SG through the proposal of novel architectures, loss functions, or training methodologies. Few studies, however, have focused on the role of training data properties in…