Evaluation of Categorical Generative Models -- Bridging the Gap Between Real and Synthetic Data

Florence Regol, Anja Kroon, Mark Coates

The machine learning community has mainly relied on real data to benchmark algorithms as it provides compelling evidence of model applicability. Evaluation on synthetic datasets ca…