Data Augmentation via Causal-Residual Bootstrapping

Mateusz Gajewski, Sophia Xiao, Bijan Mazaheri

Data augmentation integrates domain knowledge into a dataset by making domain-informed modifications to existing data points. For example, image data can be augmented by duplicatin…