Asynchronous and Distributed Data Augmentation for Massive Data Settings

Jiayuan Zhou, Kshitij Khare, Sanvesh Srivastava

Data augmentation (DA) algorithms are widely used for Bayesian inference due to their simplicity. In massive data settings, however, DA algorithms are prohibitively slow because th…