Asymptotically exact data augmentation: models, properties and algorithms

Maxime Vono, Nicolas Dobigeon, Pierre Chainais

Data augmentation, by the introduction of auxiliary variables, has become an ubiquitous technique to improve convergence properties, simplify the implementation or reduce the compu…