Understanding, organizing, and validating data directly affects the accuracy of stories. New tools make cleaning accessible ...

Abstract: Tabular data within enterprises or open data repositories provide a huge opportunity for feature augmentation. Using these data sources to augment training data often boosts model ...

Abstract: Data sharing has led to the emergence of the deep generative model (DGM) with differential privacy for synthesizing tabular data. However, existing methods struggle to synthesize ...