A probabilistic database approach to autoencoder-based data cleaning

R. R. Mauritz, F. P. J. Nijweide, J. Goseling +1

Data quality problems are a large threat in data science. In this paper, we propose a data-cleaning autoencoder capable of near-automatic data quality improvement. It learns the st…